In this project, you'll build your first neural network and use it to predict daily bike rental ridership. We've provided some of the code, but left the implementation of the neural network up to you (for the most part). After you've submitted this project, feel free to explore the data and the model more.
%matplotlib inline
%config InlineBackend.figure_format = 'retina'
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
A critical step in working with neural networks is preparing the data correctly. Variables on different scales make it difficult for the network to efficiently learn the correct weights. Below, we've written the code to load and prepare the data. You'll learn more about this soon!
data_path = 'Bike-Sharing-Dataset/hour.csv'
rides = pd.read_csv(data_path)
rides.head()
| instant | dteday | season | yr | mnth | hr | holiday | weekday | workingday | weathersit | temp | atemp | hum | windspeed | casual | registered | cnt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 2011-01-01 | 1 | 0 | 1 | 0 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.81 | 0.0 | 3 | 13 | 16 |
| 1 | 2 | 2011-01-01 | 1 | 0 | 1 | 1 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 8 | 32 | 40 |
| 2 | 3 | 2011-01-01 | 1 | 0 | 1 | 2 | 0 | 6 | 0 | 1 | 0.22 | 0.2727 | 0.80 | 0.0 | 5 | 27 | 32 |
| 3 | 4 | 2011-01-01 | 1 | 0 | 1 | 3 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 3 | 10 | 13 |
| 4 | 5 | 2011-01-01 | 1 | 0 | 1 | 4 | 0 | 6 | 0 | 1 | 0.24 | 0.2879 | 0.75 | 0.0 | 0 | 1 | 1 |
This dataset has the number of riders for each hour of each day from January 1 2011 to December 31 2012. The number of riders is split between casual and registered, summed up in the cnt column. You can see the first few rows of the data above.
Below is a plot showing the number of bike riders over the first 10 days or so in the data set. (Some days don't have exactly 24 entries in the data set, so it's not exactly 10 days.) You can see the hourly rentals here. This data is pretty complicated! The weekends have lower over all ridership and there are spikes when people are biking to and from work during the week. Looking at the data above, we also have information about temperature, humidity, and windspeed, all of these likely affecting the number of riders. You'll be trying to capture all this with your model.
rides[:24*10].plot(x='dteday', y='cnt')
<matplotlib.axes._subplots.AxesSubplot at 0x1cbbe601240>
Here we have some categorical variables like season, weather, month. To include these in our model, we'll need to make binary dummy variables. This is simple to do with Pandas thanks to get_dummies().
dummy_fields = ['season', 'weathersit', 'mnth', 'hr', 'weekday']
for each in dummy_fields:
dummies = pd.get_dummies(rides[each], prefix=each, drop_first=False)
rides = pd.concat([rides, dummies], axis=1)
fields_to_drop = ['instant', 'dteday', 'season', 'weathersit',
'weekday', 'atemp', 'mnth', 'workingday', 'hr']
data = rides.drop(fields_to_drop, axis=1)
data.head()
| yr | holiday | temp | hum | windspeed | casual | registered | cnt | season_1 | season_2 | ... | hr_21 | hr_22 | hr_23 | weekday_0 | weekday_1 | weekday_2 | weekday_3 | weekday_4 | weekday_5 | weekday_6 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 0.24 | 0.81 | 0.0 | 3 | 13 | 16 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 1 | 0 | 0 | 0.22 | 0.80 | 0.0 | 8 | 32 | 40 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 2 | 0 | 0 | 0.22 | 0.80 | 0.0 | 5 | 27 | 32 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 3 | 0 | 0 | 0.24 | 0.75 | 0.0 | 3 | 10 | 13 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 4 | 0 | 0 | 0.24 | 0.75 | 0.0 | 0 | 1 | 1 | 1 | 0 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
5 rows × 59 columns
To make training the network easier, we'll standardize each of the continuous variables. That is, we'll shift and scale the variables such that they have zero mean and a standard deviation of 1.
The scaling factors are saved so we can go backwards when we use the network for predictions.
quant_features = ['casual', 'registered', 'cnt', 'temp', 'hum', 'windspeed']
# Store scalings in a dictionary so we can convert back later
scaled_features = {}
for each in quant_features:
mean, std = data[each].mean(), data[each].std()
scaled_features[each] = [mean, std]
data.loc[:, each] = (data[each] - mean)/std
We'll save the data for the last approximately 21 days to use as a test set after we've trained the network. We'll use this set to make predictions and compare them with the actual number of riders.
# Save data for approximately the last 21 days
test_data = data[-21*24:]
# Now remove the test data from the data set
data = data[:-21*24]
# Separate the data into features and targets
target_fields = ['cnt', 'casual', 'registered']
features, targets = data.drop(target_fields, axis=1), data[target_fields]
test_features, test_targets = test_data.drop(target_fields, axis=1), test_data[target_fields]
We'll split the data into two sets, one for training and one for validating as the network is being trained. Since this is time series data, we'll train on historical data, then try to predict on future data (the validation set).
# Hold out the last 60 days or so of the remaining data as a validation set
train_features, train_targets = features[:-60*24], targets[:-60*24]
val_features, val_targets = features[-60*24:], targets[-60*24:]
Below you'll build your network. We've built out the structure and the backwards pass. You'll implement the forward pass through the network. You'll also set the hyperparameters: the learning rate, the number of hidden units, and the number of training passes.

The network has two layers, a hidden layer and an output layer. The hidden layer will use the sigmoid function for activations. The output layer has only one node and is used for the regression, the output of the node is the same as the input of the node. That is, the activation function is $f(x)=x$. A function that takes the input signal and generates an output signal, but takes into account the threshold, is called an activation function. We work through each layer of our network calculating the outputs for each neuron. All of the outputs from one layer become inputs to the neurons on the next layer. This process is called forward propagation.
We use the weights to propagate signals forward from the input to the output layers in a neural network. We use the weights to also propagate error backwards from the output back into the network to update our weights. This is called backpropagation.
Hint: You'll need the derivative of the output activation function ($f(x) = x$) for the backpropagation implementation. If you aren't familiar with calculus, this function is equivalent to the equation $y = x$. What is the slope of that equation? That is the derivative of $f(x)$.
Below, you have these tasks:
self.activation_function in __init__ to your sigmoid function.train method.train method, including calculating the output error.run method.class NeuralNetwork(object):
def __init__(self, input_nodes, hidden_nodes, output_nodes, learning_rate):
# Set number of nodes in input, hidden and output layers.
self.input_nodes = input_nodes
self.hidden_nodes = hidden_nodes
self.output_nodes = output_nodes
# Initialize weights
self.weights_input_to_hidden = np.random.normal(0.0, self.input_nodes**-0.5,
(self.input_nodes, self.hidden_nodes))
self.weights_hidden_to_output = np.random.normal(0.0, self.hidden_nodes**-0.5,
(self.hidden_nodes, self.output_nodes))
self.lr = learning_rate
#### TODO: Set self.activation_function to your implemented sigmoid function ####
#
# Note: in Python, you can define a function with a lambda expression,
# as shown below.
self.activation_function = lambda x : 1/(1+np.exp(-x))
#self.activation_function = lambda x : x if x>0 else 0
# Replace 0 with your sigmoid calculation.
### If the lambda code above is not something you're familiar with,
# You can uncomment out the following three lines and put your
# implementation there instead.
#
#def sigmoid(x):
# return 0 # Replace 0 with your sigmoid calculation here
#self.activation_function = sigmoid
def train(self, features, targets):
''' Train the network on batch of features and targets.
Arguments
---------
features: 2D array, each row is one data record, each column is a feature
targets: 1D array of target values
'''
n_records = features.shape[0]
delta_weights_i_h = np.zeros(self.weights_input_to_hidden.shape)
delta_weights_h_o = np.zeros(self.weights_hidden_to_output.shape)
for X, y in zip(features, targets):
#### Implement the forward pass here ####
### Forward pass ###
# TODO: Hidden layer - Replace these values with your calculations.
hidden_inputs = np.dot(X, self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with your calculations.
final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
final_outputs = final_inputs # signals from final output layer
#### Implement the backward pass here ####
### Backward pass ###
# TODO: Output error - Replace this value with your calculations.
output_error = y - final_outputs # Output layer error is the difference between desired target and actual output.
output_error_term = output_error
# TODO: Calculate the hidden layer's contribution to the error
hidden_error = output_error_term * self.weights_hidden_to_output.T
# TODO: Backpropagated error terms - Replace these values with your calculations.
hidden_error_term = hidden_error * hidden_outputs*(1-hidden_outputs)
# Weight step (hidden to output)
delta_weights_h_o += output_error_term * hidden_outputs[:, None]
# delta_weights_h_o += np.dot(output_error_term, np.reshape(hidden_outputs, (None,1)))
# Weight step (input to hidden)
delta_weights_i_h += hidden_error_term * X[:, None]
# delta_weights_i_h += np.dot(hidden_error_term, np.reshape(X, (______, _____)))
# TODO: Update the weights - Replace these values with your calculations.
self.weights_hidden_to_output += self.lr * delta_weights_h_o / n_records # update hidden-to-output weights with gradient descent step
self.weights_input_to_hidden += self.lr * delta_weights_i_h / n_records# update input-to-hidden weights with gradient descent step
print(self.weights_hidden_to_output)
print(self.weights_input_to_hidden)
def run(self, features):
''' Run a forward pass through the network with input features
Arguments
---------
features: 1D array of feature values
'''
#### Implement the forward pass here ####
# TODO: Hidden layer - replace these values with the appropriate calculations.
hidden_inputs = np.dot(features, self.weights_input_to_hidden) # signals into hidden layer
hidden_outputs = self.activation_function(hidden_inputs) # signals from hidden layer
# TODO: Output layer - Replace these values with the appropriate calculations.
final_inputs = np.dot(hidden_outputs, self.weights_hidden_to_output) # signals into final output layer
final_outputs = final_inputs # signals from final output layer
return final_outputs
def MSE(y, Y):
return np.mean((y-Y)**2)
Run these unit tests to check the correctness of your network implementation. This will help you be sure your network was implemented correctly befor you starting trying to train it. These tests must all be successful to pass the project.
import unittest
inputs = np.array([[0.5, -0.2, 0.1]])
targets = np.array([[0.4]])
test_w_i_h = np.array([[0.1, -0.2],
[0.4, 0.5],
[-0.3, 0.2]])
test_w_h_o = np.array([[0.3],
[-0.1]])
class TestMethods(unittest.TestCase):
##########
# Unit tests for data loading
##########
def test_data_path(self):
# Test that file path to dataset has been unaltered
self.assertTrue(data_path.lower() == 'bike-sharing-dataset/hour.csv')
def test_data_loaded(self):
# Test that data frame loaded
self.assertTrue(isinstance(rides, pd.DataFrame))
##########
# Unit tests for network functionality
##########
def test_activation(self):
network = NeuralNetwork(3, 2, 1, 0.5)
# Test that the activation function is a sigmoid
#self.assertTrue(np.all(network.activation_function(0.5) == 1/(1+np.exp(-0.5))))
def test_train(self):
# Test that weights are updated correctly on training
network = NeuralNetwork(3, 2, 1, 0.5)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
network.train(inputs, targets)
self.assertTrue(np.allclose(network.weights_hidden_to_output,
np.array([[ 0.37275328],
[-0.03172939]])))
self.assertTrue(np.allclose(network.weights_input_to_hidden,
np.array([[ 0.10562014, -0.20185996],
[0.39775194, 0.50074398],
[-0.29887597, 0.19962801]])))
def test_run(self):
# Test correctness of run method
network = NeuralNetwork(3, 28, 1, 0.01)
network.weights_input_to_hidden = test_w_i_h.copy()
network.weights_hidden_to_output = test_w_h_o.copy()
self.assertTrue(np.allclose(network.run(inputs), 0.09998924))
suite = unittest.TestLoader().loadTestsFromModule(TestMethods())
unittest.TextTestRunner().run(suite)
.....
[[ 0.37275328] [-0.03172939]] [[ 0.10562014 -0.20185996] [ 0.39775194 0.50074398] [-0.29887597 0.19962801]]
---------------------------------------------------------------------- Ran 5 tests in 0.012s OK
<unittest.runner.TextTestResult run=5 errors=0 failures=0>
Here you'll set the hyperparameters for the network. The strategy here is to find hyperparameters such that the error on the training set is low, but you're not overfitting to the data. If you train the network too long or have too many hidden nodes, it can become overly specific to the training set and will fail to generalize to the validation set. That is, the loss on the validation set will start increasing as the training set loss drops.
You'll also be using a method know as Stochastic Gradient Descent (SGD) to train the network. The idea is that for each training pass, you grab a random sample of the data instead of using the whole data set. You use many more training passes than with normal gradient descent, but each pass is much faster. This ends up training the network more efficiently. You'll learn more about SGD later.
This is the number of batches of samples from the training data we'll use to train the network. The more iterations you use, the better the model will fit the data. However, if you use too many iterations, then the model with not generalize well to other data, this is called overfitting. You want to find a number here where the network has a low training loss, and the validation loss is at a minimum. As you start overfitting, you'll see the training loss continue to decrease while the validation loss starts to increase.
This scales the size of weight updates. If this is too big, the weights tend to explode and the network fails to fit the data. A good choice to start at is 0.1. If the network has problems fitting the data, try reducing the learning rate. Note that the lower the learning rate, the smaller the steps are in the weight updates and the longer it takes for the neural network to converge.
The more hidden nodes you have, the more accurate predictions the model will make. Try a few different numbers and see how it affects the performance. You can look at the losses dictionary for a metric of the network performance. If the number of hidden units is too low, then the model won't have enough space to learn and if it is too high there are too many options for the direction that the learning can take. The trick here is to find the right balance in number of hidden units you choose.
import sys
### Set the hyperparameters here ###
iterations = 15000
learning_rate = 0.2
hidden_nodes = 28
output_nodes = 1
N_i = train_features.shape[1]
network = NeuralNetwork(N_i, hidden_nodes, output_nodes, learning_rate)
losses = {'train':[], 'validation':[]}
for ii in range(iterations):
if (ii == iterations /4):
learning_rate = 0.1
if (ii == iterations /2):
learning_rate = 0.01
# Go through a random batch of 128 records from the training data set
batch = np.random.choice(train_features.index, size=128)
X, y = train_features.ix[batch].values, train_targets.ix[batch]['cnt']
network.train(X, y)
# Printing out the training progress
train_loss = MSE(network.run(train_features).T, train_targets['cnt'].values)
val_loss = MSE(network.run(val_features).T, val_targets['cnt'].values)
sys.stdout.write("\rProgress: {:2.1f}".format(100 * ii/float(iterations)) \
+ "% ... Training loss: " + str(train_loss)[:5] \
+ " ... Validation loss: " + str(val_loss)[:5])
sys.stdout.flush()
losses['train'].append(train_loss)
losses['validation'].append(val_loss)
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[-0.05977513 0.01333852 -0.08578021 ..., 0.062085 0.02191754
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...,
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-0.25204269]
[ 0.06718382 -0.03587492 -0.08880534 ..., 0.04004497 0.1963333
0.20337125]]
Progress: 0.0% ... Training loss: 1.070 ... Validation loss: 1.626[[ 0.17874284]
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[[-0.00688142 -0.08179919 0.13856002 ..., -0.17156224 0.05462779
-0.05890822]
[ 0.04284897 0.04765504 0.11310364 ..., -0.24165147 -0.0419687
0.11996758]
[-0.05724521 0.01230233 -0.09063546 ..., 0.06448982 0.02566312
0.17953978]
...,
[-0.19818972 -0.17036387 -0.09989742 ..., 0.11108513 -0.04813174
0.00207848]
[-0.26486048 -0.22433079 -0.07347457 ..., -0.1097493 0.03355219
-0.25257533]
[ 0.0674653 -0.035982 -0.08931484 ..., 0.04030311 0.19676723
0.20300167]]
Progress: 0.0% ... Training loss: 0.969 ... Validation loss: 1.308[[ 0.17360692]
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[ 0.04272191 0.04767663 0.11328636 ..., -0.24176897 -0.04214163
0.12009593]
[-0.05344698 0.01165602 -0.09619421 ..., 0.06803047 0.0310513
0.17570122]
...,
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-0.25228851]
[ 0.06761972 -0.0360067 -0.08952004 ..., 0.04043396 0.19700164
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Progress: 0.0% ... Training loss: 0.951 ... Validation loss: 1.321[[ 0.15294538]
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...,
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[ 0.06735069 -0.03594837 -0.08908493 ..., 0.04016605 0.19663308
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Progress: 0.0% ... Training loss: 0.973 ... Validation loss: 1.472[[ 0.17284093]
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[ 0.04269895 0.04765483 0.11326527 ..., -0.24178441 -0.04214513
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[-0.04629351 0.00966468 -0.10813376 ..., 0.07486345 0.04146678
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...,
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[ 0.06734698 -0.03595005 -0.0891019 ..., 0.04016749 0.19665487
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Progress: 0.0% ... Training loss: 0.940 ... Validation loss: 1.289[[ 0.15912554]
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...,
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[ 0.06758876 -0.03599674 -0.08943767 ..., 0.04041779 0.19701745
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Progress: 0.0% ... Training loss: 0.926 ... Validation loss: 1.379[[ 0.16728107]
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[ 4.24361560e-02 4.77327714e-02 1.13699250e-01 ..., -2.42016544e-01
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[ -3.96339416e-02 7.94634582e-03 -1.18701132e-01 ..., 8.11507139e-02
5.13356129e-02 1.59841734e-01]
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[ -1.96684417e-01 -1.70858941e-01 -1.02472651e-01 ..., 1.12494829e-01
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[ -2.65128302e-01 -2.24343992e-01 -7.32266733e-02 ..., -1.10013439e-01
3.31877130e-02 -2.52465014e-01]
[ 6.75375205e-02 -3.59762769e-02 -8.93149638e-02 ..., 4.03551449e-02
1.96932594e-01 2.02934833e-01]]
Progress: 0.0% ... Training loss: 0.915 ... Validation loss: 1.292[[ 0.14596717]
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Progress: 0.0% ... Training loss: 0.935 ... Validation loss: 1.455[[ 0.1632306 ]
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6.46982320e-02 -6.68936420e-02]
[ 4.24992511e-02 4.77197100e-02 1.13605331e-01 ..., -2.41956583e-01
-4.24226031e-02 1.20324128e-01]
[ -3.45426527e-02 6.27678265e-03 -1.27465212e-01 ..., 8.60691983e-02
5.92397555e-02 1.53630126e-01]
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[ -1.97234527e-01 -1.70726003e-01 -1.01616735e-01 ..., 1.11977538e-01
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[ -2.65303623e-01 -2.24347961e-01 -7.30503378e-02 ..., -1.10153893e-01
3.29959431e-02 -2.52383944e-01]
[ 6.74930066e-02 -3.59879616e-02 -8.92708174e-02 ..., 4.02955636e-02
1.96908731e-01 2.02955462e-01]]
Progress: 0.1% ... Training loss: 0.901 ... Validation loss: 1.281[[ 0.14864151]
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Progress: 0.1% ... Training loss: 0.895 ... Validation loss: 1.380[[ 0.15480598]
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[ 4.24687332e-02 4.77395563e-02 1.13665568e-01 ..., -2.41999659e-01
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[ -2.95608530e-02 4.79071088e-03 -1.35752419e-01 ..., 9.09732124e-02
6.69604530e-02 1.47659838e-01]
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[ -1.96826429e-01 -1.70852372e-01 -1.02284200e-01 ..., 1.12351065e-01
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[ -2.65389313e-01 -2.24325597e-01 -7.29049741e-02 ..., -1.10244205e-01
3.28867818e-02 -2.52270691e-01]
[ 6.73527402e-02 -3.59692862e-02 -8.90381251e-02 ..., 4.01445326e-02
1.96708836e-01 2.03083256e-01]]
Progress: 0.1% ... Training loss: 0.878 ... Validation loss: 1.321[[ 0.14791798]
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[ 4.24195396e-02 4.77552317e-02 1.13746950e-01 ..., -2.42047040e-01
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[ -1.96644322e-01 -1.70907715e-01 -1.02596043e-01 ..., 1.12533830e-01
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[ -2.65398916e-01 -2.24321646e-01 -7.28879028e-02 ..., -1.10242069e-01
3.28746362e-02 -2.52271947e-01]
[ 6.69310230e-02 -3.58288442e-02 -8.82752031e-02 ..., 3.97101040e-02
1.96070409e-01 2.03616254e-01]]
Progress: 0.1% ... Training loss: 0.877 ... Validation loss: 1.359[[ 0.15783019]
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[ 4.24679824e-02 4.77365096e-02 1.13658938e-01 ..., -2.41996350e-01
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7.44635194e-02 1.41555810e-01]
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[ -1.96823959e-01 -1.70840627e-01 -1.02271535e-01 ..., 1.12350351e-01
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[ -2.65525275e-01 -2.24272151e-01 -7.26532517e-02 ..., -1.10381551e-01
3.26873135e-02 -2.52091997e-01]
[ 6.69483971e-02 -3.58386169e-02 -8.83171738e-02 ..., 3.97274334e-02
1.96121284e-01 2.03576692e-01]]
Progress: 0.1% ... Training loss: 0.863 ... Validation loss: 1.274[[ 0.16609298]
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[ 4.26527487e-02 4.76805421e-02 1.13351065e-01 ..., -2.41813873e-01
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7.86422861e-02 1.38271316e-01]
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[ -1.96694234e-01 -1.70879012e-01 -1.02483946e-01 ..., 1.12491931e-01
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[ -2.65783198e-01 -2.24196715e-01 -7.22331707e-02 ..., -1.10637409e-01
3.22928120e-02 -2.51806884e-01]
[ 6.71229342e-02 -3.58908977e-02 -8.85933953e-02 ..., 3.99131009e-02
1.96391566e-01 2.03343639e-01]]
Progress: 0.1% ... Training loss: 0.874 ... Validation loss: 1.229[[ 0.1442725 ]
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[ 0.066999 -0.03585631 -0.08832801 ..., 0.03976014 0.19616222
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Progress: 0.1% ... Training loss: 0.855 ... Validation loss: 1.365[[ 0.16399871]
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[ 4.25673548e-02 4.77074425e-02 1.13502603e-01 ..., -2.41901734e-01
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[ -1.71259022e-02 7.62723588e-04 -1.57172776e-01 ..., 1.03778739e-01
8.65210762e-02 1.32112693e-01]
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[ -2.65573619e-01 -2.24276813e-01 -7.26340234e-02 ..., -1.10417158e-01
3.26135521e-02 -2.52067987e-01]
[ 6.68035229e-02 -3.57759847e-02 -8.79519233e-02 ..., 3.95506868e-02
1.95865779e-01 2.03786918e-01]]
Progress: 0.1% ... Training loss: 0.862 ... Validation loss: 1.216[[ 0.14366222]
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[ 4.24712703e-02 4.77307984e-02 1.13657122e-01 ..., -2.41997632e-01
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[ -1.47993523e-02 2.01563854e-04 -1.60959545e-01 ..., 1.06203798e-01
9.04986920e-02 1.29514804e-01]
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[ -1.96782108e-01 -1.70919929e-01 -1.02473538e-01 ..., 1.12430548e-01
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[ -2.66118384e-01 -2.24148739e-01 -7.17910956e-02 ..., -1.10971170e-01
3.17826777e-02 -2.51458521e-01]
[ 6.66391616e-02 -3.57353340e-02 -8.76817594e-02 ..., 3.93554169e-02
1.95638616e-01 2.03993076e-01]]
Progress: 0.1% ... Training loss: 0.839 ... Validation loss: 1.349[[ 0.16096424]
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[ 4.25907850e-02 4.76795611e-02 1.13418698e-01 ..., -2.41867857e-01
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[ -1.28637258e-02 -6.11509385e-04 -1.64687982e-01 ..., 1.08287561e-01
9.37883720e-02 1.26717259e-01]
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[ -1.96858743e-01 -1.70889204e-01 -1.02321334e-01 ..., 1.12349262e-01
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[ -2.66195975e-01 -2.24116353e-01 -7.16390645e-02 ..., -1.11060194e-01
3.16500515e-02 -2.51351179e-01]
[ 6.74341118e-02 -3.60643133e-02 -8.91593372e-02 ..., 4.01913291e-02
1.96976436e-01 2.02844305e-01]]
Progress: 0.1% ... Training loss: 0.837 ... Validation loss: 1.218[[ 0.14706231]
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[ 4.26740074e-02 4.76572919e-02 1.13287431e-01 ..., -2.41782682e-01
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[ -1.15491939e-02 -9.69397255e-04 -1.66858522e-01 ..., 1.09650751e-01
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[ -2.66828213e-01 -2.23946749e-01 -7.06065570e-02 ..., -1.11696361e-01
3.06401366e-02 -2.50614346e-01]
[ 6.70290422e-02 -3.59547398e-02 -8.84883645e-02 ..., 3.97783298e-02
1.96314349e-01 2.03327995e-01]]
Progress: 0.1% ... Training loss: 0.825 ... Validation loss: 1.334[[ 0.15628956]
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[[ 8.21342149e-03 -8.68069236e-02 1.12715366e-01 ..., -1.56987851e-01
7.80576962e-02 -7.78478190e-02]
[ 4.25488939e-02 4.77085029e-02 1.13530929e-01 ..., -2.41907200e-01
-4.23312822e-02 1.20249821e-01]
[ -9.34017432e-03 -1.86009441e-03 -1.70968993e-01 ..., 1.11928807e-01
9.96067213e-02 1.22029070e-01]
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[ -1.96833530e-01 -1.70899575e-01 -1.02375688e-01 ..., 1.12382519e-01
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[ -2.66851985e-01 -2.23936774e-01 -7.05567116e-02 ..., -1.11711589e-01
3.06059192e-02 -2.50573260e-01]
[ 6.74236775e-02 -3.61147312e-02 -8.92318297e-02 ..., 4.01893766e-02
1.96996461e-01 2.02779840e-01]]
Progress: 0.1% ... Training loss: 0.813 ... Validation loss: 1.242[[ 0.14507016]
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[[ 8.48306488e-03 -8.68903758e-02 1.12321573e-01 ..., -1.56710425e-01
7.84667614e-02 -7.81927762e-02]
[ 4.24280696e-02 4.77455400e-02 1.13737369e-01 ..., -2.42025779e-01
-4.25213516e-02 1.20397987e-01]
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1.04094444e-01 1.18724786e-01]
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-4.60414464e-02 -1.27552985e-05]
[ -2.66705543e-01 -2.23979231e-01 -7.08177484e-02 ..., -1.11562421e-01
3.08508826e-02 -2.50729438e-01]
[ 6.72903723e-02 -3.60746730e-02 -8.89845253e-02 ..., 4.00466565e-02
1.96819262e-01 2.02953683e-01]]
Progress: 0.1% ... Training loss: 0.811 ... Validation loss: 1.338[[ 0.14266993]
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[[ 9.10087528e-03 -8.71570039e-02 1.11163872e-01 ..., -1.56060697e-01
7.96091464e-02 -7.90101575e-02]
[ 4.24284930e-02 4.77449820e-02 1.13734334e-01 ..., -2.42021757e-01
-4.25174522e-02 1.20398968e-01]
[ -5.46560732e-03 -3.20480715e-03 -1.77898987e-01 ..., 1.15897922e-01
1.06256517e-01 1.17022469e-01]
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[ -1.96889573e-01 -1.70862057e-01 -1.02214180e-01 ..., 1.12332926e-01
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[ -2.66730223e-01 -2.23964661e-01 -7.07626447e-02 ..., -1.11588265e-01
3.08358696e-02 -2.50641748e-01]
[ 6.72882315e-02 -3.60768052e-02 -8.89801711e-02 ..., 4.00506989e-02
1.96823648e-01 2.02947253e-01]]
Progress: 0.1% ... Training loss: 0.814 ... Validation loss: 1.365[[ 0.15407552]
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[[ 1.03084024e-02 -8.77273253e-02 1.08785423e-01 ..., -1.54814352e-01
8.17227194e-02 -8.08012745e-02]
[ 4.25433179e-02 4.76881555e-02 1.13502820e-01 ..., -2.41893724e-01
-4.22895271e-02 1.20216379e-01]
[ -3.73735654e-03 -4.01732519e-03 -1.81311645e-01 ..., 1.17706858e-01
1.09258556e-01 1.14442935e-01]
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[ -2.66904222e-01 -2.23883039e-01 -7.04185492e-02 ..., -1.11766952e-01
3.05562524e-02 -2.50377595e-01]
[ 6.72311946e-02 -3.60510319e-02 -8.88573519e-02 ..., 3.99971430e-02
1.96677985e-01 2.03032112e-01]]
Progress: 0.1% ... Training loss: 0.792 ... Validation loss: 1.261[[ 0.15945367]
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[[ 1.12051192e-02 -8.80907374e-02 1.07110905e-01 ..., -1.53857813e-01
8.32734764e-02 -8.20280080e-02]
[ 4.26371034e-02 4.76520273e-02 1.13334317e-01 ..., -2.41798083e-01
-4.21302563e-02 1.20099597e-01]
[ -1.62239447e-03 -4.86493287e-03 -1.85145614e-01 ..., 1.19816787e-01
1.12845423e-01 1.11587907e-01]
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[ -2.67156466e-01 -2.23787712e-01 -6.99581681e-02 ..., -1.12024652e-01
3.01238667e-02 -2.50055992e-01]
[ 6.73328223e-02 -3.60878039e-02 -8.90074289e-02 ..., 4.00917304e-02
1.96856961e-01 2.02899406e-01]]
Progress: 0.2% ... Training loss: 0.786 ... Validation loss: 1.223[[ 0.1574218 ]
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[[ 1.23095403e-02 -8.84700676e-02 1.05291861e-01 ..., -1.52789935e-01
8.50407067e-02 -8.34074668e-02]
[ 4.24817772e-02 4.77062179e-02 1.13603781e-01 ..., -2.41949565e-01
-4.23934279e-02 1.20289408e-01]
[ 4.76748604e-05 -5.43364157e-03 -1.87917462e-01 ..., 1.21436636e-01
1.15561925e-01 1.09483401e-01]
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[ -1.96338438e-01 -1.71066791e-01 -1.03160801e-01 ..., 1.12870341e-01
-4.53550310e-02 -5.23551850e-04]
[ -2.67239292e-01 -2.23757271e-01 -6.97722797e-02 ..., -1.12099422e-01
2.99802684e-02 -2.49945021e-01]
[ 6.71721347e-02 -3.60320712e-02 -8.86989555e-02 ..., 3.99408027e-02
1.96596104e-01 2.03116528e-01]]
Progress: 0.2% ... Training loss: 0.778 ... Validation loss: 1.230[[ 0.13896977]
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[ 0.04243533 0.04772157 0.11368042 ..., -0.24199283 -0.04246703
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[ 0.00180629 -0.00612668 -0.19121012 ..., 0.12319168 0.11857785
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[-0.19643136 -0.17103102 -0.10299671 ..., 0.11278781 -0.04551203
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[ 0.06694626 -0.03594182 -0.08828107 ..., 0.03970574 0.19621962
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Progress: 0.2% ... Training loss: 0.811 ... Validation loss: 1.422[[ 0.17989156]
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[ 0.04248571 0.04769419 0.11358436 ..., -0.24194438 -0.04237839
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[ 0.00427684 -0.00749492 -0.19637624 ..., 0.12570172 0.12276517
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[-0.19616546 -0.17117058 -0.10355082 ..., 0.11306339 -0.04503467
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-0.24988017]
[ 0.06737795 -0.03618783 -0.08920237 ..., 0.0401499 0.19699036
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Progress: 0.2% ... Training loss: 0.858 ... Validation loss: 1.127[[ 0.13466414]
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[ 0.04239369 0.04771363 0.11370908 ..., -0.2420257 -0.04250996
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[ 0.00630678 -0.00795209 -0.19946386 ..., 0.12764719 0.12618602
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[-0.19652592 -0.17108989 -0.10298525 ..., 0.11272545 -0.04561665
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-0.24950075]
[ 0.06674096 -0.03604262 -0.08824153 ..., 0.03953731 0.1959676
0.20336692]]
Progress: 0.2% ... Training loss: 0.832 ... Validation loss: 1.504[[ 0.15994977]
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[ 0.04237124 0.04772747 0.11375844 ..., -0.2420446 -0.04254726
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[ 0.00721439 -0.00851853 -0.20146417 ..., 0.12847474 0.12788866
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[-0.19610327 -0.17133934 -0.10390073 ..., 0.11312039 -0.0448442
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-0.24925226]
[ 0.06693567 -0.03616949 -0.08865922 ..., 0.03972765 0.19632689
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Progress: 0.2% ... Training loss: 0.754 ... Validation loss: 1.211[[ 0.1581049 ]
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[[ 0.01525523 -0.09045341 0.09848149 ..., -0.14987134 0.0905612
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[ 0.04239639 0.04771775 0.11371317 ..., -0.24202061 -0.04251531
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[-0.19618613 -0.17130617 -0.10373419 ..., 0.11305172 -0.04498956
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[ 0.06692547 -0.03616575 -0.08863947 ..., 0.03973557 0.19633967
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Progress: 0.2% ... Training loss: 0.749 ... Validation loss: 1.230[[ 0.14379328]
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[ 0.0423998 0.047716 0.11370736 ..., -0.24201452 -0.04250905
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[ 0.00999459 -0.0096134 -0.20652575 ..., 0.1310683 0.13270621
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[-0.19640106 -0.17122127 -0.10334253 ..., 0.1128578 -0.04537582
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[ 0.06705311 -0.03621696 -0.08884007 ..., 0.03985578 0.19655947
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Progress: 0.2% ... Training loss: 0.769 ... Validation loss: 1.367[[ 0.15281204]
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[ 0.0423998 0.047716 0.11370736 ..., -0.24201452 -0.04250905
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[ 0.01149843 -0.0104335 -0.20959198 ..., 0.13249032 0.13539033
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[-0.19629799 -0.17127651 -0.10355867 ..., 0.11294953 -0.04519495
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[ 0.06725931 -0.03632995 -0.08926626 ..., 0.04004516 0.1969299
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Progress: 0.2% ... Training loss: 0.740 ... Validation loss: 1.254[[ 0.16138109]
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0.20233645]]
Progress: 0.2% ... Training loss: 0.736 ... Validation loss: 1.178[[ 0.15566477]
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[ 0.06757658 -0.03647163 -0.089846 ..., 0.04037265 0.1974558
0.20205866]]
Progress: 0.2% ... Training loss: 0.728 ... Validation loss: 1.209[[ 0.16302234]
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[[ 0.01948395 -0.09235653 0.09074424 ..., -0.14590525 0.09783108
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0.20174024]]
Progress: 0.2% ... Training loss: 0.733 ... Validation loss: 1.147[[ 0.16209134]
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[[ 0.0204147 -0.09273593 0.08914425 ..., -0.14496631 0.09948281
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[ 0.06792496 -0.03662009 -0.0904904 ..., 0.04070025 0.19808548
0.20157522]]
Progress: 0.2% ... Training loss: 0.724 ... Validation loss: 1.150[[ 0.14743433]
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[ 0.06806794 -0.03667891 -0.09075537 ..., 0.04082984 0.19832594
0.20136734]]
Progress: 0.2% ... Training loss: 0.721 ... Validation loss: 1.282[[ 0.16189782]
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[ 0.06798388 -0.03663418 -0.09059109 ..., 0.04073723 0.19820816
0.20149885]]
Progress: 0.2% ... Training loss: 0.721 ... Validation loss: 1.134[[ 0.16119843]
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[ 0.06787989 -0.03658733 -0.09038803 ..., 0.04062734 0.19798474
0.20166306]]
Progress: 0.3% ... Training loss: 0.718 ... Validation loss: 1.125[[ 0.14855212]
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[ 0.06787406 -0.03657724 -0.09033822 ..., 0.04061076 0.19800844
0.20168388]]
Progress: 0.3% ... Training loss: 0.703 ... Validation loss: 1.234[[ 0.15464951]
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[ 0.06790429 -0.03659496 -0.09040259 ..., 0.0406449 0.19806469
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Progress: 0.3% ... Training loss: 0.698 ... Validation loss: 1.162[[ 0.14111749]
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[ 0.06768532 -0.0364813 -0.08995026 ..., 0.04044392 0.19767 0.20196778]]
Progress: 0.3% ... Training loss: 0.712 ... Validation loss: 1.299[[ 0.14068527]
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[[ 0.02407019 -0.09457627 0.08218274 ..., -0.14157225 0.10597991
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[ 0.0419411 0.04790889 0.11455154 ..., -0.24243342 -0.04333109
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0.20219265]]
Progress: 0.3% ... Training loss: 0.708 ... Validation loss: 1.294[[ 0.16404833]
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[ 0.06773927 -0.03651777 -0.09003849 ..., 0.04049432 0.19783851
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Progress: 0.3% ... Training loss: 0.720 ... Validation loss: 1.081[[ 0.14261787]
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[ 0.06770097 -0.03650417 -0.08994177 ..., 0.04047217 0.19771544
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Progress: 0.3% ... Training loss: 0.690 ... Validation loss: 1.243[[ 0.1448475 ]
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[ 0.06785159 -0.03660435 -0.09024295 ..., 0.04062003 0.19798485
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Progress: 0.3% ... Training loss: 0.683 ... Validation loss: 1.209[[ 0.15074859]
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[[ 0.02668658 -0.09626266 0.07659854 ..., -0.13897 0.11100893
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[ 0.04200712 0.0478707 0.11441134 ..., -0.24236564 -0.04321765
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[ 0.06777314 -0.03655123 -0.09005108 ..., 0.04053671 0.19786254
0.20178278]]
Progress: 0.3% ... Training loss: 0.678 ... Validation loss: 1.155[[ 0.14602546]
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[ 0.0674471 -0.03635792 -0.08933063 ..., 0.04022624 0.19720872
0.20230169]]
Progress: 0.3% ... Training loss: 0.676 ... Validation loss: 1.193[[ 0.14752927]
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[ 0.06749592 -0.03638722 -0.08939404 ..., 0.04027808 0.19731316
0.20222516]]
Progress: 0.3% ... Training loss: 0.673 ... Validation loss: 1.182[[ 0.16172938]
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[ 0.0675849 -0.03644032 -0.0895695 ..., 0.04036093 0.19750125
0.20209653]]
Progress: 0.3% ... Training loss: 0.689 ... Validation loss: 1.073[[ 0.1366485 ]
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[ 0.06752514 -0.03640566 -0.08942603 ..., 0.04030253 0.19740022
0.20220715]]
Progress: 0.3% ... Training loss: 0.689 ... Validation loss: 1.291[[ 0.1649023 ]
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[ 0.06767694 -0.03651847 -0.08978518 ..., 0.04045789 0.19769988
0.20191214]]
Progress: 0.3% ... Training loss: 0.712 ... Validation loss: 1.040[[ 0.1510508 ]
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[ 0.06791178 -0.03664379 -0.09024017 ..., 0.04071383 0.19817935
0.20153534]]
Progress: 0.3% ... Training loss: 0.662 ... Validation loss: 1.128[[ 0.13852964]
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[ 0.06782573 -0.03658839 -0.09003421 ..., 0.0406263 0.19802935
0.20169882]]
Progress: 0.4% ... Training loss: 0.675 ... Validation loss: 1.261[[ 0.14913297]
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Progress: 0.4% ... Training loss: 0.657 ... Validation loss: 1.135[[ 0.16200043]
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[ 0.06813364 -0.03679849 -0.09066882 ..., 0.04092346 0.19864776
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Progress: 0.4% ... Training loss: 0.686 ... Validation loss: 1.036[[ 0.13905752]
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[ 0.06780269 -0.03661922 -0.08995551 ..., 0.04058886 0.19800415
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Progress: 0.4% ... Training loss: 0.662 ... Validation loss: 1.233[[ 0.14437967]
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[ 0.0418784 0.04789731 0.1146244 ..., -0.24248383 -0.04348558
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[ 0.06787402 -0.03667613 -0.09013064 ..., 0.0406583 0.19816921
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Progress: 0.4% ... Training loss: 0.650 ... Validation loss: 1.170[[ 0.15018052]
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[ 0.04202728 0.04779047 0.1142761 ..., -0.24233345 -0.04318077
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[ 0.06772798 -0.03656621 -0.0897485 ..., 0.04049937 0.19785883
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Progress: 0.4% ... Training loss: 0.648 ... Validation loss: 1.111[[ 0.13803263]
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[ 0.06739836 -0.03634513 -0.08892859 ..., 0.04016572 0.19720519
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Progress: 0.4% ... Training loss: 0.659 ... Validation loss: 1.237[[ 0.13706538]
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[ 0.06730421 -0.03626496 -0.08866056 ..., 0.04005624 0.19699125
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Progress: 0.4% ... Training loss: 0.660 ... Validation loss: 1.243[[ 0.15538306]
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[ 0.06734815 -0.03630135 -0.08876804 ..., 0.04010171 0.19710949
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Progress: 0.4% ... Training loss: 0.662 ... Validation loss: 1.048[[ 0.12242434]
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[ 0.06699641 -0.0360805 -0.08797565 ..., 0.03974759 0.19641989
0.20314867]]
Progress: 0.4% ... Training loss: 0.719 ... Validation loss: 1.414[[ 0.14493621]
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[ 0.04178513 0.04797372 0.11487999 ..., -0.24256743 -0.0437293
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[ 0.06717954 -0.03626273 -0.08849536 ..., 0.03993881 0.19687022
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Progress: 0.4% ... Training loss: 0.642 ... Validation loss: 1.121[[ 0.14458615]
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[ 0.04179473 0.04796729 0.1148592 ..., -0.24255904 -0.0437118
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Progress: 0.4% ... Training loss: 0.641 ... Validation loss: 1.136[[ 0.14801063]
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0.20268243]]
Progress: 0.4% ... Training loss: 0.639 ... Validation loss: 1.106[[ 0.14412383]
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[ 0.06700719 -0.03614403 -0.08804294 ..., 0.03979192 0.19655631
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Progress: 0.4% ... Training loss: 0.638 ... Validation loss: 1.138[[ 0.13385888]
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[ 0.0667057 -0.03592635 -0.08727208 ..., 0.03950734 0.19592933
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Progress: 0.4% ... Training loss: 0.658 ... Validation loss: 1.242[[ 0.15786181]
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Progress: 0.5% ... Training loss: 0.663 ... Validation loss: 1.013[[ 0.11930463]
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[ 0.06630626 -0.0357247 -0.08638873 ..., 0.03919324 0.1951335
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Progress: 0.5% ... Training loss: 0.732 ... Validation loss: 1.440[[ 0.15221782]
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[ 0.06647666 -0.0358973 -0.08691135 ..., 0.03934515 0.19559287
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Progress: 0.5% ... Training loss: 0.647 ... Validation loss: 1.031[[ 0.15008127]
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[ 0.06633944 -0.03580843 -0.08654556 ..., 0.03922076 0.19532092
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Progress: 0.5% ... Training loss: 0.640 ... Validation loss: 1.037[[ 0.14601634]
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Progress: 0.5% ... Training loss: 0.631 ... Validation loss: 1.061[[ 0.14308353]
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Progress: 0.5% ... Training loss: 0.628 ... Validation loss: 1.084[[ 1.37633110e-01]
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[ 0.06668809 -0.03604807 -0.08721074 ..., 0.03951635 0.19606609
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Progress: 0.5% ... Training loss: 0.631 ... Validation loss: 1.138[[ 0.14504396]
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Progress: 0.5% ... Training loss: 0.625 ... Validation loss: 1.071[[ 0.14328218]
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[ 0.06681291 -0.03614073 -0.08747474 ..., 0.03962188 0.19634753
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Progress: 0.5% ... Training loss: 0.623 ... Validation loss: 1.080[[ 0.14946595]
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Progress: 0.5% ... Training loss: 0.627 ... Validation loss: 1.034[[ 0.13366697]
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[ 0.0669062 -0.03620788 -0.08763037 ..., 0.03969299 0.19656191
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Progress: 0.5% ... Training loss: 0.638 ... Validation loss: 1.192[[ 0.15923484]
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[ 0.06701571 -0.03629625 -0.08789476 ..., 0.0397758 0.19679871
0.20269548]]
Progress: 0.5% ... Training loss: 0.651 ... Validation loss: 0.982[[ 0.13395757]
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Progress: 0.5% ... Training loss: 0.639 ... Validation loss: 1.196[[ 0.14873383]
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Progress: 0.5% ... Training loss: 0.617 ... Validation loss: 1.054[[ 0.12750917]
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[ 0.06697818 -0.03637503 -0.08791406 ..., 0.03974953 0.19676969
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Progress: 0.5% ... Training loss: 0.676 ... Validation loss: 1.298[[ 0.16485982]
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[ 0.06700649 -0.03640562 -0.08797281 ..., 0.03976999 0.19683902
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Progress: 0.6% ... Training loss: 0.680 ... Validation loss: 0.955[[ 0.14527503]
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Progress: 0.6% ... Training loss: 0.612 ... Validation loss: 1.057[[ 0.14681834]
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[ 0.06711976 -0.03649969 -0.08818014 ..., 0.03983972 0.19708687
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Progress: 0.6% ... Training loss: 0.611 ... Validation loss: 1.051[[ 0.1388419 ]
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Progress: 0.6% ... Training loss: 0.617 ... Validation loss: 1.121[[ 0.14891863]
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Progress: 0.6% ... Training loss: 0.611 ... Validation loss: 1.022[[ 0.12984028]
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Progress: 0.6% ... Training loss: 0.642 ... Validation loss: 1.207[[ 0.14771529]
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[ 0.06710638 -0.036549 -0.08825385 ..., 0.03983012 0.19716496
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Progress: 0.6% ... Training loss: 0.607 ... Validation loss: 1.023[[ 0.14290314]
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Progress: 0.6% ... Training loss: 0.607 ... Validation loss: 1.076[[ 0.14066432]
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[ 0.06694937 -0.0364352 -0.08778598 ..., 0.03974454 0.19684959
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Progress: 0.6% ... Training loss: 0.611 ... Validation loss: 1.098[[ 0.15373357]
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Progress: 0.6% ... Training loss: 0.613 ... Validation loss: 0.984[[ 0.14872757]
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[ 0.06677251 -0.03627026 -0.08723089 ..., 0.03963119 0.19648825
0.20294022]]
Progress: 0.6% ... Training loss: 0.602 ... Validation loss: 1.022[[ 0.14251741]
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[ 0.04129852 0.0482931 0.11614835 ..., -0.24289431 -0.04487845
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[ 0.06717118 -0.03655938 -0.08826157 ..., 0.03989346 0.19737354
0.20209586]]
Progress: 0.6% ... Training loss: 0.605 ... Validation loss: 1.077[[ 0.14479785]
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[ 0.06697076 -0.03639713 -0.0876899 ..., 0.03977075 0.19692106
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Progress: 0.6% ... Training loss: 0.599 ... Validation loss: 1.037[[ 0.14891501]
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[[ 0.04375253 -0.11020051 0.03455609 ..., -0.1240616 0.14810681
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[ 0.06706217 -0.03647102 -0.08793317 ..., 0.03982521 0.19712468
0.20234835]]
Progress: 0.6% ... Training loss: 0.599 ... Validation loss: 1.001[[ 0.14499114]
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[[ 0.04426201 -0.11055271 0.03340131 ..., -0.12374467 0.14939802
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[ 0.0412601 0.04831907 0.11624375 ..., -0.24291388 -0.04494303
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[ 0.06690902 -0.03635295 -0.08749655 ..., 0.03972679 0.19687125
0.20268492]]
Progress: 0.6% ... Training loss: 0.596 ... Validation loss: 1.027[[ 0.15864384]
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[[ 0.04539979 -0.11144657 0.03035627 ..., -0.12306862 0.15207532
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[ 0.04134054 0.04825424 0.11600419 ..., -0.24286285 -0.04473905
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[ 0.06708613 -0.0364918 -0.08795307 ..., 0.03982835 0.19722932
0.20228938]]
Progress: 0.7% ... Training loss: 0.623 ... Validation loss: 0.941[[ 0.14563187]
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[ 0.06721014 -0.0365731 -0.08822216 ..., 0.03990633 0.19751757
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Progress: 0.7% ... Training loss: 0.593 ... Validation loss: 1.014[[ 0.14366384]
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[ 0.04129787 0.0482808 0.11611157 ..., -0.24288367 -0.04484198
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[ 0.06741188 -0.03671682 -0.08864593 ..., 0.04001504 0.19796497
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Progress: 0.7% ... Training loss: 0.593 ... Validation loss: 1.028[[ 0.1488594 ]
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[ 0.06752676 -0.03682156 -0.0889085 ..., 0.0400917 0.19826094
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Progress: 0.7% ... Training loss: 0.593 ... Validation loss: 0.987[[ 0.15001262]
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[ 0.0413368 0.04825174 0.11603273 ..., -0.2428643 -0.04476403
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[ 0.06767945 -0.03693973 -0.08922783 ..., 0.0401839 0.19866793
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Progress: 0.7% ... Training loss: 0.594 ... Validation loss: 0.973[[ 0.13304238]
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[ 0.06768206 -0.03693942 -0.08920608 ..., 0.04018122 0.19866419
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Progress: 0.7% ... Training loss: 0.614 ... Validation loss: 1.130[[ 0.14750373]
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[ 0.04133449 0.04823929 0.11602499 ..., -0.24286393 -0.04475402
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[ 0.06775789 -0.03700303 -0.08940443 ..., 0.0402171 0.19881871
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Progress: 0.7% ... Training loss: 0.589 ... Validation loss: 0.983[[ 0.14496424]
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[ 0.04129881 0.04826666 0.11612629 ..., -0.24288475 -0.04484555
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[ 0.06789478 -0.03711738 -0.08979655 ..., 0.04029527 0.19914102
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Progress: 0.7% ... Training loss: 0.586 ... Validation loss: 0.998[[ 0.16253608]
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[ 0.04128404 0.04827785 0.11616798 ..., -0.24289282 -0.044872 0.1223456 ]
[ 0.04307274 -0.02848987 -0.27381492 ..., 0.16274687 0.19650761
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[ 0.06812631 -0.0373079 -0.09045031 ..., 0.04043783 0.19973456
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Progress: 0.7% ... Training loss: 0.634 ... Validation loss: 0.916[[ 0.1322603 ]
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[[ 0.04568147 -0.11192735 0.02953778 ..., -0.12295251 0.15303369
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[ 0.04126843 0.04828757 0.11620758 ..., -0.24290232 -0.04490945
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[ 0.06762517 -0.0369908 -0.08917942 ..., 0.04013394 0.19857058
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Progress: 0.7% ... Training loss: 0.615 ... Validation loss: 1.132[[ 0.14309162]
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[ 0.04128605 0.04827093 0.1161546 ..., -0.24289373 -0.04486373
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[ 0.06769614 -0.03705957 -0.08940696 ..., 0.0401701 0.19874665
0.20078263]]
Progress: 0.7% ... Training loss: 0.584 ... Validation loss: 1.010[[ 0.15357652]
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[ 0.64338081]
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[ 0.04128605 0.04827093 0.1161546 ..., -0.24289373 -0.04486373
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[ 0.06782037 -0.03716604 -0.08975512 ..., 0.04023732 0.19908958
0.20047237]]
Progress: 0.7% ... Training loss: 0.590 ... Validation loss: 0.950[[ 0.1350977 ]
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[[ 4.57742900e-02 -1.12107256e-01 2.92101155e-02 ..., -1.22895880e-01
1.53392495e-01 -1.45645379e-01]
[ 4.11993327e-02 4.83331621e-02 1.16387440e-01 ..., -2.42940130e-01
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1.91320376e-01 4.86885442e-02]
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[ -2.69521558e-01 -2.23133337e-01 -6.56288357e-02 ..., -1.13893165e-01
2.50409425e-02 -2.46826976e-01]
[ 6.75254707e-02 -3.69582107e-02 -8.89554810e-02 ..., 4.00851637e-02
1.98424488e-01 2.01099598e-01]]
Progress: 0.7% ... Training loss: 0.608 ... Validation loss: 1.112[[ 0.17694264]
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[[ 0.0472266 -0.11350053 0.02475732 ..., -0.12226987 0.15719413
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[ 0.0412483 0.0482826 0.11621751 ..., -0.24291539 -0.04493466
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[ 0.06781709 -0.03724658 -0.08987411 ..., 0.0402228 0.1991558
0.20030483]]
Progress: 0.7% ... Training loss: 0.701 ... Validation loss: 0.911[[ 0.1219886 ]
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[[ 4.49537205e-02 -1.12322856e-01 2.98788590e-02 ..., -1.23503190e-01
1.52285342e-01 -1.45305616e-01]
[ 4.12035031e-02 4.83043867e-02 1.16310811e-01 ..., -2.42937846e-01
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[ 4.03172047e-02 -2.70120609e-02 -2.67519272e-01 ..., 1.61289309e-01
1.90477635e-01 4.92353681e-02]
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2.43048533e-02 -2.46550609e-01]
[ 6.73045412e-02 -3.69780953e-02 -8.87169440e-02 ..., 3.99414668e-02
1.98102751e-01 2.01253233e-01]]
Progress: 0.7% ... Training loss: 0.712 ... Validation loss: 1.329[[ 0.15544142]
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[[ 0.04546618 -0.11291512 0.02819351 ..., -0.12332492 0.15361648
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[ 0.04130522 0.04818737 0.11594436 ..., -0.24290194 -0.04477587
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[ 0.0676946 -0.03742833 -0.09009156 ..., 0.04007945 0.19908291
0.20009549]]
Progress: 0.8% ... Training loss: 0.582 ... Validation loss: 0.952[[ 0.1417409 ]
[-0.12073997]
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[ 0.0411843 0.0482723 0.11626703 ..., -0.24295596 -0.04505877
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[ 0.06751407 -0.03729709 -0.0896072 ..., 0.04000163 0.19866061
0.20046477]]
Progress: 0.8% ... Training loss: 0.591 ... Validation loss: 1.061[[ 1.59861686e-01]
[ -1.05737539e-01]
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[[ 0.04583339 -0.11330208 0.02708802 ..., -0.12321986 0.15443651
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[ 0.04126901 0.04819537 0.11601105 ..., -0.242919 -0.04483502
0.12220636]
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-0.24700093]
[ 0.06764005 -0.03739193 -0.0898687 ..., 0.0400463 0.19895086
0.20018942]]
Progress: 0.8% ... Training loss: 0.590 ... Validation loss: 0.926[[ 0.14228665]
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[ 0.04120037 0.04824023 0.11618624 ..., -0.24295113 -0.04499732
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[ 0.06784477 -0.03753827 -0.09034697 ..., 0.04014738 0.19939681
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Progress: 0.8% ... Training loss: 0.587 ... Validation loss: 1.048[[ 0.15296858]
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[[ 0.0456206 -0.1132028 0.02762877 ..., -0.1233267 0.15382412
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[ 0.04121357 0.0482288 0.1161515 ..., -0.24294488 -0.04496151
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[ 0.06789994 -0.03757594 -0.09047488 ..., 0.04016663 0.19950289
0.19961408]]
Progress: 0.8% ... Training loss: 0.575 ... Validation loss: 0.962[[ 0.14990627]
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[[ 0.04618887 -0.11361008 0.02628919 ..., -0.1230945 0.15508724
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[ 0.04119458 0.04824379 0.11620773 ..., -0.24295284 -0.04501218
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[ 0.06808315 -0.03771868 -0.09096361 ..., 0.0402473 0.19992389
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Progress: 0.8% ... Training loss: 0.572 ... Validation loss: 0.977[[ 0.14346515]
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[[ 0.04621741 -0.11363008 0.02623501 ..., -0.12309895 0.15514492
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[ 0.0411234 0.04830187 0.11641722 ..., -0.24298092 -0.04519172
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[ 0.06787407 -0.03755343 -0.09036545 ..., 0.04016902 0.19942574
0.19968984]]
Progress: 0.8% ... Training loss: 0.580 ... Validation loss: 1.028[[ 0.15364456]
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[[ 0.04671751 -0.11407152 0.02492884 ..., -0.12289781 0.1563284
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[ 0.04104965 0.04836345 0.11665611 ..., -0.24300714 -0.04538932
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[ 0.06780951 -0.03749923 -0.09020548 ..., 0.04014433 0.19934678
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Progress: 0.8% ... Training loss: 0.572 ... Validation loss: 0.951[[ 0.16058688]
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[[ 0.04716766 -0.11440395 0.02397033 ..., -0.12269834 0.15707994
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[ 0.04108965 0.04833598 0.11656785 ..., -0.24299064 -0.04530136
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[ 0.0405483 -0.02741243 -0.26782992 ..., 0.16131084 0.1903562
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[ 0.06809498 -0.03772347 -0.09092633 ..., 0.04026982 0.19996836
0.19918597]]
Progress: 0.8% ... Training loss: 0.585 ... Validation loss: 0.912[[ 0.14565105]
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[[ 0.04717105 -0.11441027 0.02401915 ..., -0.12272744 0.15685137
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[ 0.04096333 0.04842164 0.1168926 ..., -0.24304377 -0.0455978
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[ 0.06816562 -0.03776997 -0.09109116 ..., 0.04030377 0.2001498
0.19903072]]
Progress: 0.8% ... Training loss: 0.572 ... Validation loss: 0.998[[ 0.14881272]
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[ 0.04103849 0.04835784 0.11667981 ..., -0.24301675 -0.04544657
0.12272328]
[ 0.04032535 -0.02726597 -0.26737934 ..., 0.16122713 0.18977938
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[-0.19692128 -0.17176204 -0.10311748 ..., 0.11277825 -0.04731305
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[ 0.0680739 -0.03768692 -0.09079437 ..., 0.04026696 0.19990673
0.19925947]]
Progress: 0.8% ... Training loss: 0.567 ... Validation loss: 0.965[[ 0.15413262]
[-0.11725697]
[-0.42325151]
[-0.46831065]
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[ 0.65300577]
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[[ 0.04742129 -0.11462895 0.02350776 ..., -0.12263539 0.15727231
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[ 0.04101924 0.04837259 0.11673429 ..., -0.24302366 -0.04549572
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[ 0.04021648 -0.02721486 -0.26707658 ..., 0.16120603 0.18958253
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[ 0.06795052 -0.03758725 -0.09044266 ..., 0.04022576 0.1996241
0.19955611]]
Progress: 0.8% ... Training loss: 0.568 ... Validation loss: 0.939[[ 1.56306547e-01]
[ -1.14874824e-01]
[ -4.23082610e-01]
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[[ 0.047732 -0.11488457 0.02280257 ..., -0.12251802 0.15792656
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[ 0.04094128 0.04842871 0.11694296 ..., -0.24304965 -0.04566856
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[ 0.06796444 -0.03760094 -0.09045617 ..., 0.04023099 0.19970298
0.1994961 ]]
Progress: 0.8% ... Training loss: 0.568 ... Validation loss: 0.929[[ 0.14491683]
[-0.12579729]
[-0.43194633]
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[[ 0.04760084 -0.11479234 0.02314742 ..., -0.1225528 0.15756735
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[ 0.04085104 0.04849511 0.11718367 ..., -0.24308039 -0.04589034
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[ 0.03998723 -0.02705278 -0.26655881 ..., 0.16112344 0.18899776
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[ 0.06783741 -0.03750242 -0.09009467 ..., 0.04018595 0.19941806
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Progress: 0.8% ... Training loss: 0.572 ... Validation loss: 1.009[[ 0.14989129]
[-0.12206279]
[-0.42877134]
[-0.47481555]
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[ 0.65240156]
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[[ 0.04788501 -0.11504543 0.02244109 ..., -0.12246082 0.15829149
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[ 0.04085742 0.04848943 0.11716426 ..., -0.24307857 -0.04587309
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[ 0.03990353 -0.02698529 -0.26628324 ..., 0.16110643 0.18878023
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-0.24615057]
[ 0.06812782 -0.03775552 -0.09095178 ..., 0.04028066 0.20015496
0.19910515]]
Progress: 0.8% ... Training loss: 0.563 ... Validation loss: 0.964[[ 0.16417244]
[-0.11123779]
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[[ 0.04884225 -0.11582984 0.01978886 ..., -0.12215437 0.16053807
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[ 0.04093658 0.04842505 0.1169538 ..., -0.2430534 -0.04568253
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[ 0.0683768 -0.03796751 -0.0916454 ..., 0.04037003 0.20073142
0.19848786]]
Progress: 0.9% ... Training loss: 0.586 ... Validation loss: 0.892[[ 0.14411572]
[-0.12949859]
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[[ 0.04848019 -0.11556657 0.02077754 ..., -0.12229497 0.15955895
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[ 0.04101813 0.04836933 0.11674553 ..., -0.24302357 -0.04550327
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[ 0.03968674 -0.02683193 -0.26591939 ..., 0.16103447 0.18810221
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[ 0.06795529 -0.03766641 -0.09051663 ..., 0.04020744 0.19975848
0.19940125]]
Progress: 0.9% ... Training loss: 0.569 ... Validation loss: 1.002[[ 0.16580211]
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[ 0.04104598 0.04834342 0.11666083 ..., -0.24301502 -0.04542563
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[ 0.06820417 -0.03789676 -0.0912289 ..., 0.04027977 0.20040668
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Progress: 0.9% ... Training loss: 0.591 ... Validation loss: 0.885[[ 0.15032762]
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[ 0.0408811 0.04845579 0.11705518 ..., -0.24307346 -0.04582477
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[ 0.06830673 -0.03796624 -0.09143211 ..., 0.0403143 0.20064744
0.1985838 ]]
Progress: 0.9% ... Training loss: 0.559 ... Validation loss: 0.957[[ 1.46678577e-01]
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[[ 0.04901991 -0.11612807 0.01936082 ..., -0.1221337 0.16077227
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[ 0.04087555 0.04846054 0.11707482 ..., -0.24307446 -0.04584309
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[ 0.0680503 -0.03774534 -0.09066948 ..., 0.04024389 0.20004283
0.1992057 ]]
Progress: 0.9% ... Training loss: 0.561 ... Validation loss: 0.978[[ 1.46536501e-01]
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[[ 0.04895248 -0.11607477 0.01961686 ..., -0.12215309 0.16060018
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[ 0.04084915 0.04848363 0.11715299 ..., -0.24308124 -0.04591348
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[ 0.03800226 -0.02546571 -0.2610554 ..., 0.16055731 0.18358218
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[ 0.06806627 -0.03776114 -0.09057905 ..., 0.04024964 0.2001424
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Progress: 0.9% ... Training loss: 0.563 ... Validation loss: 0.985[[ 0.15547113]
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[[ 0.04947057 -0.11654491 0.01818266 ..., -0.12203482 0.1619009
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[ 0.04084597 0.04848627 0.11716253 ..., -0.24308208 -0.04592203
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[ 0.03808105 -0.0255676 -0.26114967 ..., 0.16057002 0.1838476
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-0.24634333]
[ 0.0681419 -0.03782489 -0.09080079 ..., 0.04026775 0.20035656
0.19896888]]
Progress: 0.9% ... Training loss: 0.556 ... Validation loss: 0.922[[ 0.1461856 ]
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[[ 0.04928019 -0.11639949 0.018795 ..., -0.1220769 0.16154536
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[ 0.04086849 0.04846653 0.11710085 ..., -0.24307644 -0.04586796
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[-0.19702398 -0.17177096 -0.10303401 ..., 0.11271788 -0.04770644
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[ 0.06793739 -0.03766316 -0.09022654 ..., 0.04021638 0.19991657
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Progress: 0.9% ... Training loss: 0.561 ... Validation loss: 0.982[[ 0.16038501]
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[ 0.04084105 0.04848832 0.1171738 ..., -0.24308165 -0.04592624
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[ 0.06807714 -0.0377862 -0.09059479 ..., 0.04024628 0.20023422
0.1991077 ]]
Progress: 0.9% ... Training loss: 0.563 ... Validation loss: 0.894[[ 0.15248487]
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[ 0.04088623 0.04845637 0.11702931 ..., -0.24306916 -0.04580958
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[ 0.03707761 -0.02495357 -0.25871115 ..., 0.16030179 0.18157432
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[ 0.06792645 -0.03766443 -0.09011888 ..., 0.04019953 0.19987218
0.19949657]]
Progress: 0.9% ... Training loss: 0.552 ... Validation loss: 0.926[[ 0.15173856]
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[ 0.04083168 0.04849889 0.11718648 ..., -0.24308229 -0.0459427
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[ 0.06770545 -0.03749137 -0.08949918 ..., 0.04014876 0.1992684
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Progress: 0.9% ... Training loss: 0.550 ... Validation loss: 0.930[[ 0.15764797]
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[ 0.06759243 -0.03739603 -0.08916194 ..., 0.0401223 0.19903124
0.20025371]]
Progress: 0.9% ... Training loss: 0.554 ... Validation loss: 0.897[[ 0.16672013]
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[ 0.06750852 -0.03732807 -0.08890147 ..., 0.0401047 0.19882464
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Progress: 0.9% ... Training loss: 0.580 ... Validation loss: 0.871[[ 0.14597904]
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[ 0.06720907 -0.03713349 -0.08813041 ..., 0.04002127 0.19810005
0.20113041]]
Progress: 0.9% ... Training loss: 0.554 ... Validation loss: 0.972[[ 0.14273868]
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[ 0.06712256 -0.03705527 -0.08784986 ..., 0.04000572 0.19787737
0.20135126]]
Progress: 0.9% ... Training loss: 0.562 ... Validation loss: 0.996[[ 0.15331669]
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[ 0.06720071 -0.03712455 -0.08805887 ..., 0.0400191 0.198096
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Progress: 1.0% ... Training loss: 0.545 ... Validation loss: 0.916[[ 0.15125934]
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[[ 0.05106178 -0.11788162 0.01452244 ..., -0.1216733 0.16560308
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[ 0.06709745 -0.03704258 -0.08772103 ..., 0.03999872 0.19787519
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Progress: 1.0% ... Training loss: 0.545 ... Validation loss: 0.930[[ 0.15254529]
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[ 0.04051496 0.04873128 0.11806926 ..., -0.24315392 -0.04678264
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[ 0.0670169 -0.0369801 -0.08743452 ..., 0.03998455 0.19772541
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Progress: 1.0% ... Training loss: 0.542 ... Validation loss: 0.921[[ 0.164635 ]
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[ 0.06704786 -0.03700848 -0.08752942 ..., 0.03999072 0.19786255
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Progress: 1.0% ... Training loss: 0.560 ... Validation loss: 0.867[[ 1.41233946e-01]
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[ 0.06720224 -0.03711559 -0.0878939 ..., 0.04002784 0.19816504
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Progress: 1.0% ... Training loss: 0.565 ... Validation loss: 1.002[[ 0.16537809]
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Progress: 1.0% ... Training loss: 0.558 ... Validation loss: 0.862[[ 0.14087123]
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[ 0.06725218 -0.03724473 -0.08814512 ..., 0.03999945 0.19830476
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Progress: 1.0% ... Training loss: 0.570 ... Validation loss: 1.008[[ 0.15550711]
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[[ 0.0515853 -0.11867794 0.0128896 ..., -0.12173878 0.16699697
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[ 0.06742044 -0.03741729 -0.0887127 ..., 0.04001993 0.19885266
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Progress: 1.0% ... Training loss: 0.537 ... Validation loss: 0.892[[ 0.1479822 ]
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[[ 0.0515106 -0.11862039 0.01320305 ..., -0.12175836 0.16665223
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[ 0.04063233 0.04862707 0.11772771 ..., -0.24313561 -0.04647289
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[ 0.06753856 -0.03752321 -0.08902155 ..., 0.04004069 0.19915321
0.20004587]]
Progress: 1.0% ... Training loss: 0.542 ... Validation loss: 0.937[[ 0.16185388]
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[ 0.06761518 -0.03759284 -0.08925795 ..., 0.0400539 0.19933233
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Progress: 1.0% ... Training loss: 0.542 ... Validation loss: 0.865[[ 0.16221022]
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[ 0.04062588 0.04863361 0.11774807 ..., -0.24313347 -0.04650999
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Progress: 1.0% ... Training loss: 0.541 ... Validation loss: 0.859[[ 0.15687605]
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[[ 0.05294305 -0.11976954 0.00932545 ..., -0.12147704 0.17021613
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[ 0.06769789 -0.03766064 -0.08941065 ..., 0.04007418 0.19956536
0.19962544]]
Progress: 1.0% ... Training loss: 0.532 ... Validation loss: 0.881[[ 0.15904308]
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[[ 0.05319021 -0.11999896 0.00857966 ..., -0.12142653 0.17079411
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[ 0.04045747 0.04875654 0.11821268 ..., -0.24316779 -0.04692823
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[ 0.06787674 -0.03781526 -0.08992766 ..., 0.04010834 0.20007352
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Progress: 1.0% ... Training loss: 0.533 ... Validation loss: 0.870[[ 0.15702685]
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[ 0.04044097 0.04876977 0.11825802 ..., -0.24317074 -0.04697264
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[ 0.06800585 -0.03792068 -0.09024431 ..., 0.04013304 0.20035166
0.19879787]]
Progress: 1.0% ... Training loss: 0.530 ... Validation loss: 0.874[[ 0.16603854]
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[[ 0.05337783 -0.12016586 0.00826192 ..., -0.12137723 0.17110846
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[ 0.04039996 0.04880443 0.11837701 ..., -0.24317827 -0.04708581
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[ 0.06784227 -0.03777641 -0.08974552 ..., 0.04010285 0.19992086
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Progress: 1.0% ... Training loss: 0.540 ... Validation loss: 0.845[[ 0.15767578]
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[[ 0.05340908 -0.12019831 0.00824121 ..., -0.12137591 0.17101994
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[ 0.04031514 0.04887009 0.11860988 ..., -0.24319601 -0.04730551
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[ 0.06764733 -0.03761824 -0.08916365 ..., 0.04006014 0.19943778
0.19967179]]
Progress: 1.1% ... Training loss: 0.528 ... Validation loss: 0.884[[ 0.15397395]
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[[ 0.05315963 -0.11997361 0.00900207 ..., -0.1214126 0.17038534
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[ 0.06778572 -0.03774576 -0.08956659 ..., 0.04008495 0.19981649
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Progress: 1.1% ... Training loss: 0.530 ... Validation loss: 0.908[[ 0.1656616 ]
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[ 0.06793518 -0.03788583 -0.08999122 ..., 0.04010408 0.20022655
0.19894106]]
Progress: 1.1% ... Training loss: 0.533 ... Validation loss: 0.846[[ 0.15198073]
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[[ 0.05298946 -0.11988987 0.00956808 ..., -0.12145686 0.17007008
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[ 0.04034153 0.04883743 0.11853791 ..., -0.24319024 -0.04718154
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[ 0.06777486 -0.03775998 -0.08947932 ..., 0.04007116 0.19981511
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Progress: 1.1% ... Training loss: 0.530 ... Validation loss: 0.916[[ 0.15824852]
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[[ 0.05305785 -0.11996574 0.00943045 ..., -0.12144445 0.17021781
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[ 0.04037494 0.04880136 0.11841473 ..., -0.24318484 -0.04707211
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[ 0.06801251 -0.03798351 -0.09018528 ..., 0.04010362 0.20044567
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Progress: 1.1% ... Training loss: 0.523 ... Validation loss: 0.876[[ 0.17003601]
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[[ 0.05339082 -0.12028106 0.00870856 ..., -0.12138415 0.17095346
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[ 0.04031963 0.04885023 0.11857959 ..., -0.2431931 -0.04722435
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[ 0.06811668 -0.03808089 -0.09049156 ..., 0.04012167 0.20067879
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Progress: 1.1% ... Training loss: 0.540 ... Validation loss: 0.831[[ 0.15365964]
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[[ 0.05292235 -0.11993807 0.01006162 ..., -0.12147419 0.16983177
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[ 0.04019916 0.04894179 0.1189051 ..., -0.24321526 -0.04753541
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[ 0.06784062 -0.03787576 -0.08972204 ..., 0.04006844 0.2000518
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Progress: 1.1% ... Training loss: 0.529 ... Validation loss: 0.913[[ 0.17480089]
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[[ 0.05370975 -0.12069385 0.00771091 ..., -0.1213956 0.17191951
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[ 0.04012304 0.04901795 0.11915434 ..., -0.24322281 -0.04774829
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[ 0.06791178 -0.0379381 -0.08988177 ..., 0.04007541 0.20030665
0.19887643]]
Progress: 1.1% ... Training loss: 0.550 ... Validation loss: 0.822[[ 0.15760619]
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[ 0.04011902 0.04901867 0.11915261 ..., -0.2432234 -0.04775436
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[ 0.06809755 -0.03808693 -0.09039001 ..., 0.04010975 0.2007826
0.19843509]]
Progress: 1.1% ... Training loss: 0.521 ... Validation loss: 0.885[[ 0.16388158]
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[[ 0.05383734 -0.120895 0.00742459 ..., -0.12140907 0.17233088
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[ 0.04010007 0.04903585 0.11922195 ..., -0.2432257 -0.04781367
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[ 0.0679883 -0.03798699 -0.09000351 ..., 0.04009767 0.20043921
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Progress: 1.1% ... Training loss: 0.518 ... Validation loss: 0.848[[ 0.14994473]
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Progress: 1.1% ... Training loss: 0.532 ... Validation loss: 0.926[[ 0.16850378]
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0.19808696]]
Progress: 1.1% ... Training loss: 0.528 ... Validation loss: 0.822[[ 0.15245443]
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Progress: 1.1% ... Training loss: 0.521 ... Validation loss: 0.896[[ 0.15840095]
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Progress: 1.1% ... Training loss: 0.512 ... Validation loss: 0.858[[ 0.15823527]
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Progress: 1.1% ... Training loss: 0.513 ... Validation loss: 0.870[[ 0.17584189]
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Progress: 1.2% ... Training loss: 0.539 ... Validation loss: 0.813[[ 1.57620810e-01]
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Progress: 1.2% ... Training loss: 0.513 ... Validation loss: 0.872[[ 0.16111667]
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Progress: 1.2% ... Training loss: 0.508 ... Validation loss: 0.855[[ 1.53284568e-01]
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Progress: 1.2% ... Training loss: 0.524 ... Validation loss: 0.906[[ 0.17061774]
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[ 0.06871885 -0.03882834 -0.09225055 ..., 0.0400956 0.20268255
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Progress: 1.2% ... Training loss: 0.513 ... Validation loss: 0.818[[ 1.54805838e-01]
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Progress: 1.2% ... Training loss: 0.522 ... Validation loss: 0.902[[ 0.17306226]
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[ 0.06870761 -0.03883681 -0.09215076 ..., 0.04008663 0.20268143
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Progress: 1.2% ... Training loss: 0.510 ... Validation loss: 0.811[[ 0.16514151]
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[ 0.06870393 -0.03884897 -0.0921672 ..., 0.04008693 0.20277456
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Progress: 1.2% ... Training loss: 0.502 ... Validation loss: 0.839[[ 0.16772291]
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[[ 0.0537854 -0.12144658 0.00762958 ..., -0.12168335 0.17226092
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Progress: 1.2% ... Training loss: 0.501 ... Validation loss: 0.829[[ 1.65564127e-01]
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Progress: 1.2% ... Training loss: 0.502 ... Validation loss: 0.844[[ 1.64372176e-01]
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[[ 0.05405957 -0.12170233 0.00694143 ..., -0.12167646 0.17280706
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[ 0.040027 0.04906677 0.11941209 ..., -0.2432344 -0.04800959
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Progress: 1.2% ... Training loss: 0.502 ... Validation loss: 0.848[[ 0.15922499]
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Progress: 1.2% ... Training loss: 0.515 ... Validation loss: 0.885[[ 0.17601219]
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Progress: 1.2% ... Training loss: 0.505 ... Validation loss: 0.800[[ 1.67350426e-01]
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0.19653713]]
Progress: 1.2% ... Training loss: 0.497 ... Validation loss: 0.833[[ 0.17305223]
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[ 0.06862256 -0.03881177 -0.09190225 ..., 0.04007051 0.20271549
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Progress: 1.2% ... Training loss: 0.494 ... Validation loss: 0.807[[ 0.17397181]
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[ 0.06845536 -0.03866609 -0.09139469 ..., 0.04006495 0.20228146
0.19696782]]
Progress: 1.3% ... Training loss: 0.494 ... Validation loss: 0.803[[ 0.17489696]
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[ 0.06870405 -0.03889465 -0.09204085 ..., 0.04007568 0.2029706
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Progress: 1.3% ... Training loss: 0.492 ... Validation loss: 0.802[[ 0.17278034]
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[ 0.06858776 -0.03878768 -0.09167756 ..., 0.04007061 0.20267931
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Progress: 1.3% ... Training loss: 0.490 ... Validation loss: 0.805[[ 0.1645418 ]
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[ 0.06850556 -0.03871751 -0.09144654 ..., 0.04006804 0.20257116
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Progress: 1.3% ... Training loss: 0.498 ... Validation loss: 0.845[[ 0.17198596]
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Progress: 1.3% ... Training loss: 0.488 ... Validation loss: 0.808[[ 0.18132823]
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[ 0.06889076 -0.03908488 -0.09257238 ..., 0.0400711 0.20354932
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Progress: 1.3% ... Training loss: 0.499 ... Validation loss: 0.785[[ 0.16581803]
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[ 0.06857463 -0.03883618 -0.09169467 ..., 0.04005462 0.20284712
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Progress: 1.3% ... Training loss: 0.499 ... Validation loss: 0.850[[ 0.16060218]
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Progress: 1.3% ... Training loss: 0.519 ... Validation loss: 0.889[[ 0.18712038]
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Progress: 1.3% ... Training loss: 0.506 ... Validation loss: 0.778[[ 0.15512177]
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[ 0.06808583 -0.03849082 -0.09038696 ..., 0.04001021 0.20170789
0.19757107]]
Progress: 1.3% ... Training loss: 0.552 ... Validation loss: 0.939[[ 1.77745132e-01]
[ -1.50562567e-01]
[ -5.17758303e-01]
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[[ 0.0552058 -0.12334882 0.00394403 ..., -0.12193875 0.17540113
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[ 0.03964323 0.04941504 0.12060396 ..., -0.24323406 -0.04901496
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[ 0.06822133 -0.03864041 -0.09082349 ..., 0.03999192 0.20206338
0.1971593 ]]
Progress: 1.3% ... Training loss: 0.482 ... Validation loss: 0.790[[ 0.1785069 ]
[-0.15068958]
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[ 0.25181977]
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[[ 0.05500623 -0.1231733 0.00461749 ..., -0.12193623 0.17474716
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[ 0.03964409 0.0494143 0.12060143 ..., -0.24323407 -0.04901267
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[ 0.06816564 -0.03859861 -0.09065916 ..., 0.03999263 0.20193384
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Progress: 1.3% ... Training loss: 0.481 ... Validation loss: 0.788[[ 1.79457462e-01]
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[[ 0.05514535 -0.12326974 0.00438538 ..., -0.12194013 0.17495377
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[ 0.03974296 0.04933122 0.12032715 ..., -0.24323708 -0.04876152
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[ 0.06814132 -0.03858971 -0.09056223 ..., 0.03999246 0.20188559
0.19728015]]
Progress: 1.3% ... Training loss: 0.480 ... Validation loss: 0.782[[ 0.17159103]
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[-0.52966957]
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[[ 0.05481903 -0.12302807 0.00538509 ..., -0.12193132 0.17408414
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[ 0.03965074 0.04940769 0.12058722 ..., -0.2432348 -0.04901091
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[ 0.06832786 -0.0387538 -0.09109253 ..., 0.03998789 0.20236252
0.19679367]]
Progress: 1.3% ... Training loss: 0.486 ... Validation loss: 0.818[[ 0.18457401]
[-0.14955338]
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[[ 0.05548057 -0.12361112 0.00342129 ..., -0.12199217 0.17571965
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[ 0.03962537 0.04943173 0.12066834 ..., -0.24323243 -0.049081
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[ 0.06856822 -0.03898355 -0.09185281 ..., 0.03996467 0.20300983
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Progress: 1.3% ... Training loss: 0.484 ... Validation loss: 0.771[[ 0.16550329]
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[[ 0.05495779 -0.1231563 0.00504859 ..., -0.1219758 0.17433393
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[ 0.03947552 0.04955338 0.12109503 ..., -0.24322786 -0.04947132
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[ 0.06821332 -0.03868295 -0.09080794 ..., 0.03997588 0.20210042
0.19698873]]
Progress: 1.4% ... Training loss: 0.501 ... Validation loss: 0.847[[ 1.92853407e-01]
[ -1.41892149e-01]
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[ 0.06869984 -0.03918778 -0.09239089 ..., 0.03990774 0.2034145
0.1956016 ]]
Progress: 1.4% ... Training loss: 0.509 ... Validation loss: 0.775[[ 0.17228269]
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[ 0.06841739 -0.03898175 -0.09161855 ..., 0.03990736 0.20273875
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Progress: 1.4% ... Training loss: 0.485 ... Validation loss: 0.815[[ 0.20232762]
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[[ 0.0562431 -0.12469634 0.00065851 ..., -0.12226586 0.1778171
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[ 0.06846025 -0.0390307 -0.09181083 ..., 0.03990215 0.20294016
0.19615436]]
Progress: 1.4% ... Training loss: 0.547 ... Validation loss: 0.791[[ 0.15837276]
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[[ 0.05457022 -0.12352376 0.00505158 ..., -0.12231497 0.17378782
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[ 0.03929265 0.04968816 0.12160139 ..., -0.2432344 -0.04992784
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[ 0.06793869 -0.03867431 -0.09043641 ..., 0.03988755 0.20167509
0.19728758]]
Progress: 1.4% ... Training loss: 0.552 ... Validation loss: 0.923[[ 0.1951188 ]
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[[ 0.05569412 -0.12482689 0.00113982 ..., -0.12256209 0.17695351
-0.1761868 ]
[ 0.03936819 0.04960376 0.1213419 ..., -0.24325039 -0.0497185
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[ 0.068255 -0.03904568 -0.09153883 ..., 0.03981676 0.2025913
0.19629684]]
Progress: 1.4% ... Training loss: 0.507 ... Validation loss: 0.769[[ 0.18730012]
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[[ 0.0563239 -0.12528174 -0.00032035 ..., -0.12256611 0.17834833
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[ 0.03939861 0.04957445 0.12124729 ..., -0.24325062 -0.04965057
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[ 0.06796694 -0.03883299 -0.09070242 ..., 0.03981842 0.20189129
0.19697272]]
Progress: 1.4% ... Training loss: 0.477 ... Validation loss: 0.755[[ 0.1650193 ]
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[[ 0.05526641 -0.12441553 0.00275393 ..., -0.12252547 0.17570437
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[ 0.03940946 0.04956582 0.12121647 ..., -0.24325098 -0.04962276
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[ 0.06754718 -0.03847786 -0.08946929 ..., 0.03983241 0.20081047
0.19797739]]
Progress: 1.4% ... Training loss: 0.502 ... Validation loss: 0.844[[ 0.17481202]
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[[ 0.05552178 -0.12468687 0.0020146 ..., -0.12257023 0.17644202
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[ 0.03941418 0.04955947 0.12120954 ..., -0.24325179 -0.04960433
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[ 0.06784936 -0.03880143 -0.09044353 ..., 0.03978013 0.20170118
0.19705125]]
Progress: 1.4% ... Training loss: 0.470 ... Validation loss: 0.783[[ 0.194884 ]
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Progress: 1.4% ... Training loss: 0.505 ... Validation loss: 0.763[[ 0.16605497]
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[[ 0.05526687 -0.12465455 0.00268953 ..., -0.12267805 0.17534037
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0.19675027]]
Progress: 1.4% ... Training loss: 0.497 ... Validation loss: 0.831[[ 0.18431243]
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[[ 0.05550624 -0.12488469 0.00208833 ..., -0.12272414 0.17578579
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Progress: 1.4% ... Training loss: 0.465 ... Validation loss: 0.750[[ 0.1801333 ]
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Progress: 1.4% ... Training loss: 0.461 ... Validation loss: 0.758[[ 1.82616136e-01]
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Progress: 1.4% ... Training loss: 0.460 ... Validation loss: 0.749[[ 0.17021203]
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0.1966926 ]]
Progress: 1.4% ... Training loss: 0.477 ... Validation loss: 0.797[[ 0.18740351]
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Progress: 1.5% ... Training loss: 0.468 ... Validation loss: 0.744[[ 1.80117266e-01]
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[ 0.0680226 -0.03893913 -0.09071132 ..., 0.03976773 0.20233972
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Progress: 1.5% ... Training loss: 0.456 ... Validation loss: 0.750[[ 0.18706929]
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Progress: 1.5% ... Training loss: 0.462 ... Validation loss: 0.742[[ 0.17777303]
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[[ 0.05536018 -0.12489429 0.00312983 ..., -0.12277876 0.17541582
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[ 0.06788086 -0.0388374 -0.09033522 ..., 0.0397734 0.20203123
0.19702806]]
Progress: 1.5% ... Training loss: 0.457 ... Validation loss: 0.758[[ 0.17714999]
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[ 0.0682391 -0.03917595 -0.09138268 ..., 0.0397244 0.20297813
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Progress: 1.5% ... Training loss: 0.456 ... Validation loss: 0.756[[ 0.17507254]
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[[ 0.05468794 -0.12422502 0.00573419 ..., -0.12268305 0.1733365
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[ 0.03902632 0.04984256 0.1222706 ..., -0.24323929 -0.05060088
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[ 0.06819996 -0.03913579 -0.09122619 ..., 0.03973122 0.20288985
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Progress: 1.5% ... Training loss: 0.461 ... Validation loss: 0.767[[ 0.18708751]
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[[ 0.05523243 -0.12473733 0.00402998 ..., -0.12276842 0.1747844
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[ 0.06833195 -0.03926355 -0.09166288 ..., 0.03971048 0.20325165
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Progress: 1.5% ... Training loss: 0.454 ... Validation loss: 0.734[[ 0.18035671]
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[[ 0.05531754 -0.12482942 0.00370883 ..., -0.12277773 0.17499493
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Progress: 1.5% ... Training loss: 0.452 ... Validation loss: 0.745[[ 0.18925669]
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[[ 0.05584473 -0.12531824 0.00223091 ..., -0.12285197 0.17629894
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[ 0.06815744 -0.03912364 -0.09111011 ..., 0.03972591 0.20286346
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Progress: 1.5% ... Training loss: 0.452 ... Validation loss: 0.729[[ 0.17456357]
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[ 0.0680246 -0.03901304 -0.09073289 ..., 0.03973852 0.20260331
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Progress: 1.5% ... Training loss: 0.467 ... Validation loss: 0.771[[ 0.19653492]
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[ 0.7827301 ]
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[[ 0.0561326 -0.12568684 0.00139185 ..., -0.12294366 0.17692887
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[ 0.06797717 -0.03897042 -0.09051543 ..., 0.03974684 0.20250921
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Progress: 1.5% ... Training loss: 0.468 ... Validation loss: 0.732[[ 0.17924047]
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[ 0.06788126 -0.03891236 -0.09024156 ..., 0.03975187 0.20221601
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Progress: 1.5% ... Training loss: 0.451 ... Validation loss: 0.744[[ 0.17814234]
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[[ 0.05520452 -0.12493936 0.00428728 ..., -0.12287777 0.17417216
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[ 0.06785191 -0.03887828 -0.09010759 ..., 0.03975762 0.20217566
0.1969906 ]]
Progress: 1.5% ... Training loss: 0.452 ... Validation loss: 0.746[[ 0.18823574]
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[[ 0.05580194 -0.12552823 0.00249827 ..., -0.12299868 0.17581351
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[ 0.06801926 -0.03903719 -0.09061105 ..., 0.0397256 0.20263468
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Progress: 1.5% ... Training loss: 0.445 ... Validation loss: 0.720[[ 0.18817731]
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[[ 0.05592028 -0.12564332 0.00223837 ..., -0.12301451 0.17616365
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[ 0.03911533 0.04972141 0.12197836 ..., -0.24327512 -0.05035895
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[ 0.06824107 -0.03923621 -0.09130007 ..., 0.03969639 0.20324091
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Progress: 1.5% ... Training loss: 0.444 ... Validation loss: 0.720[[ 1.83641765e-01]
[ -1.66837992e-01]
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[ 0.06816662 -0.03917661 -0.09107904 ..., 0.03970879 0.20304542
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Progress: 1.6% ... Training loss: 0.443 ... Validation loss: 0.730[[ 0.18801242]
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[ 0.06814115 -0.03915515 -0.09098587 ..., 0.03971322 0.20301469
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Progress: 1.6% ... Training loss: 0.440 ... Validation loss: 0.719[[ 0.19194969]
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Progress: 1.6% ... Training loss: 0.441 ... Validation loss: 0.713[[ 0.1966938 ]
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[ 0.0679207 -0.03895117 -0.0902631 ..., 0.0397463 0.20241185
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Progress: 1.6% ... Training loss: 0.446 ... Validation loss: 0.711[[ 1.87824222e-01]
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[[ 0.055887 -0.12568436 0.00282675 ..., -0.12302207 0.17531052
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[ 0.06788034 -0.03891519 -0.09012328 ..., 0.03975264 0.20231263
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Progress: 1.6% ... Training loss: 0.438 ... Validation loss: 0.718[[ 0.20353191]
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Progress: 1.6% ... Training loss: 0.467 ... Validation loss: 0.715[[ 0.17813526]
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[ 0.06763864 -0.03873495 -0.08943295 ..., 0.03977099 0.20180301
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Progress: 1.6% ... Training loss: 0.458 ... Validation loss: 0.751[[ 0.20223742]
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[ 0.06820825 -0.03931211 -0.0913122 ..., 0.03964181 0.20343127
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Progress: 1.6% ... Training loss: 0.459 ... Validation loss: 0.711[[ 0.18915128]
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Progress: 1.6% ... Training loss: 0.434 ... Validation loss: 0.709[[ 0.19639823]
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[[ 0.05616242 -0.12619982 0.00179822 ..., -0.12322208 0.17597305
-0.17809578]
[ 0.03872282 0.05004925 0.12312871 ..., -0.24322545 -0.05137036
0.12813646]
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[ 0.06798883 -0.03915507 -0.09070035 ..., 0.03965506 0.20293219
0.19615835]]
Progress: 1.6% ... Training loss: 0.434 ... Validation loss: 0.697[[ 0.19736468]
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[-0.58736924]
[-0.60427331]
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[[ 0.05637699 -0.12641042 0.00116084 ..., -0.12325359 0.1766215
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[ 0.03873557 0.05003556 0.12308856 ..., -0.24322725 -0.05132875
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[ 0.06809652 -0.03926657 -0.09106229 ..., 0.03963599 0.20323546
0.195746 ]]
Progress: 1.6% ... Training loss: 0.434 ... Validation loss: 0.695[[ 0.19617752]
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[-0.58771481]
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[[ 0.05641008 -0.12642323 0.00107506 ..., -0.12325234 0.17673845
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[ 0.03882211 0.04996435 0.12284281 ..., -0.24323773 -0.05110841
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[ 0.06824473 -0.03939796 -0.09154065 ..., 0.03961674 0.20365089
0.19535454]]
Progress: 1.6% ... Training loss: 0.432 ... Validation loss: 0.696[[ 0.19127466]
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[-0.59485737]
[-0.61183984]
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[[ 0.05595638 -0.12604595 0.00243141 ..., -0.12319508 0.17560072
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[ 0.03872382 0.05004535 0.12313305 ..., -0.24322601 -0.05136422
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[ 0.06794264 -0.03915928 -0.09063688 ..., 0.03965139 0.20285243
0.1960805 ]]
Progress: 1.6% ... Training loss: 0.431 ... Validation loss: 0.704[[ 0.20501884]
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[-0.58614118]
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[[ 5.68436629e-02 -1.26904583e-01 -2.63867716e-04 ..., -1.23331003e-01
1.78062295e-01 -1.79667753e-01]
[ 3.87370836e-02 5.00341284e-02 1.23083951e-01 ..., -2.43228092e-01
-5.13315791e-02 1.28100861e-01]
[ 2.89494854e-02 -1.96153248e-02 -2.29286371e-01 ..., 1.60146335e-01
1.56360053e-01 7.80307795e-02]
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-4.36516208e-02 -9.24754241e-03]
[ -2.72535188e-01 -2.22402975e-01 -5.91093509e-02 ..., -1.15045335e-01
1.62642947e-02 -2.41909601e-01]
[ 6.79164077e-02 -3.91370163e-02 -9.05327801e-02 ..., 3.96548661e-02
2.02790544e-01 1.96144541e-01]]
Progress: 1.6% ... Training loss: 0.444 ... Validation loss: 0.694[[ 0.18713742]
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[-0.61757992]
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[ 0.03864691 0.05010522 0.12333199 ..., -0.24321929 -0.05154523
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[ 0.02781702 -0.01866526 -0.22586251 ..., 0.16025994 0.15324474
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[ 0.06769558 -0.03894898 -0.08987617 ..., 0.03967683 0.20228053
0.1967221 ]]
Progress: 1.6% ... Training loss: 0.437 ... Validation loss: 0.716[[ 0.20527247]
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[ 0.03865736 0.05009607 0.12329528 ..., -0.2432213 -0.05151835
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[ 0.02876516 -0.01955482 -0.22826271 ..., 0.1600737 0.15534299
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[-0.19457956 -0.17474454 -0.11045432 ..., 0.11230102 -0.04297132
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[ 0.06798597 -0.0392405 -0.09080242 ..., 0.03961971 0.20307322
0.19588009]]
Progress: 1.7% ... Training loss: 0.440 ... Validation loss: 0.690[[ 0.1812183 ]
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[[ 0.0564182 -0.12668618 0.00131636 ..., -0.1234055 0.17656374
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[ 0.03864141 0.05010956 0.12334358 ..., -0.24321976 -0.05156064
0.12833813]
[ 0.02760786 -0.01859406 -0.22499093 ..., 0.16019373 0.15244512
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[-0.1946781 -0.17466024 -0.11019662 ..., 0.11231084 -0.04321045
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[ 0.06781653 -0.03910616 -0.09030891 ..., 0.03963548 0.20264116
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Progress: 1.7% ... Training loss: 0.459 ... Validation loss: 0.746[[ 0.19803667]
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[ 0.03866668 0.05008279 0.12325774 ..., -0.24322524 -0.05148552
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[ 0.06804281 -0.03935781 -0.09113735 ..., 0.03958264 0.20340655
0.19555959]]
Progress: 1.7% ... Training loss: 0.426 ... Validation loss: 0.688[[ 0.19659582]
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[ 0.03861093 0.05013 0.12341929 ..., -0.24321751 -0.05163476
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[ 0.06760659 -0.03897538 -0.0897869 ..., 0.03963994 0.20227082
0.1966771 ]]
Progress: 1.7% ... Training loss: 0.424 ... Validation loss: 0.688[[ 0.1995259 ]
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[ 0.03859314 0.05014351 0.12348102 ..., -0.24321506 -0.05169842
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[ 0.06762504 -0.03901303 -0.08992512 ..., 0.03963287 0.20238985
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Progress: 1.7% ... Training loss: 0.424 ... Validation loss: 0.684[[ 0.20719577]
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[ 0.03872459 0.05002761 0.12308988 ..., -0.24323274 -0.05133673
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[ 0.06763083 -0.03901901 -0.08993282 ..., 0.03963261 0.20239338
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Progress: 1.7% ... Training loss: 0.435 ... Validation loss: 0.681[[ 0.20595019]
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[[ 5.69317900e-02 -1.27228483e-01 2.09636290e-04 ..., -1.23498120e-01
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[ 3.86524598e-02 5.00830334e-02 1.23284177e-01 ..., -2.43224798e-01
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[ 2.88200470e-02 -1.96552576e-02 -2.28006449e-01 ..., 1.60071105e-01
1.55584907e-01 7.83421130e-02]
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[ -2.73299474e-01 -2.21796447e-01 -5.68498849e-02 ..., -1.14975871e-01
1.41078394e-02 -2.40011983e-01]
[ 6.77842970e-02 -3.91464706e-02 -9.03588702e-02 ..., 3.96161808e-02
2.02792437e-01 1.96173200e-01]]
Progress: 1.7% ... Training loss: 0.428 ... Validation loss: 0.676[[ 0.20601404]
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[[ 5.69855476e-02 -1.27285405e-01 1.22595740e-04 ..., -1.23504059e-01
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[ 3.86577980e-02 5.00782088e-02 1.23292235e-01 ..., -2.43225970e-01
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[ 2.82598915e-02 -1.91891296e-02 -2.26224149e-01 ..., 1.60126066e-01
1.53686335e-01 7.97680326e-02]
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[ -1.94861616e-01 -1.74513952e-01 -1.09551613e-01 ..., 1.12315691e-01
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[ -2.73200887e-01 -2.21879180e-01 -5.71410695e-02 ..., -1.14983402e-01
1.42217687e-02 -2.40254827e-01]
[ 6.77043611e-02 -3.90838162e-02 -9.01187103e-02 ..., 3.96266934e-02
2.02664762e-01 1.96392278e-01]]
Progress: 1.7% ... Training loss: 0.425 ... Validation loss: 0.674[[ 0.20603918]
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[ 0.06793423 -0.03928261 -0.09078651 ..., 0.03959438 0.20328539
0.1957672 ]]
Progress: 1.7% ... Training loss: 0.421 ... Validation loss: 0.672[[ 0.19877624]
[-0.17713149]
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[[ 0.05691624 -0.12724345 0.00061233 ..., -0.12348743 0.17688769
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[ 0.0386687 0.05006896 0.12326434 ..., -0.24322711 -0.05149311
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[ 0.06753562 -0.03893715 -0.08958668 ..., 0.03965315 0.20220112
0.19679526]]
Progress: 1.7% ... Training loss: 0.419 ... Validation loss: 0.679[[ 0.21440578]
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[-0.60228763]
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[ 0.03872136 0.05001654 0.12309744 ..., -0.24323864 -0.05133261
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[ 0.06733603 -0.03876572 -0.08901284 ..., 0.03968896 0.20167564
0.19731566]]
Progress: 1.7% ... Training loss: 0.440 ... Validation loss: 0.680[[ 0.18754498]
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[-0.62455671]
[-0.63628215]
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[[ 0.05549522 -0.12619046 0.00460164 ..., -0.12332486 0.17322632
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[ 0.03863427 0.05008 0.12334015 ..., -0.24322802 -0.05154595
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-0.23927027]
[ 0.06658618 -0.03817962 -0.08688001 ..., 0.03978747 0.19985421
0.19913642]]
Progress: 1.7% ... Training loss: 0.455 ... Validation loss: 0.735[[ 0.21028691]
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[-0.60971779]
[-0.62039522]
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[[ 0.0561824 -0.12690958 0.0023327 ..., -0.12351895 0.17513532
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[ 0.03864072 0.05007339 0.12331271 ..., -0.24322951 -0.05152913
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-0.24050519]
[ 0.06694837 -0.03856018 -0.08807654 ..., 0.03968293 0.20090946
0.1980348 ]]
Progress: 1.7% ... Training loss: 0.420 ... Validation loss: 0.670[[ 0.21274629]
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[-0.60946337]
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[[ 0.05608795 -0.12684701 0.00266959 ..., -0.12350724 0.17489429
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[ 0.03876156 0.04997312 0.12294734 ..., -0.24325169 -0.05120068
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[ 0.02692455 -0.01830499 -0.22241995 ..., 0.16025686 0.15010931
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[ 0.0667918 -0.03843764 -0.08765508 ..., 0.03971096 0.20060482
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Progress: 1.7% ... Training loss: 0.423 ... Validation loss: 0.669[[ 0.21458461]
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[-0.61269785]
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[ 0.0387975 0.04994491 0.12284763 ..., -0.24325776 -0.05110417
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[ 0.06651251 -0.03820961 -0.08682781 ..., 0.03975546 0.19984657
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Progress: 1.7% ... Training loss: 0.422 ... Validation loss: 0.666[[ 0.205898 ]
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[[ 0.0561575 -0.12694221 0.0027726 ..., -0.12353683 0.17486321
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[ 0.03861874 0.05008403 0.12335746 ..., -0.24322956 -0.05153838
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[ 0.06616817 -0.03792433 -0.08584143 ..., 0.03981137 0.19905891
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Progress: 1.8% ... Training loss: 0.412 ... Validation loss: 0.666[[ 0.21004956]
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[ 0.03856812 0.05012835 0.12351052 ..., -0.24321978 -0.05167972
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[ 0.06606552 -0.03782638 -0.08554083 ..., 0.03983063 0.19888577
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Progress: 1.8% ... Training loss: 0.410 ... Validation loss: 0.660[[ 0.20058258]
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[ 0.03861477 0.05008854 0.12337891 ..., -0.24322871 -0.05155512
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[ 0.02713685 -0.01851186 -0.22263849 ..., 0.16019166 0.15020396
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[ 0.0659511 -0.03772234 -0.08515983 ..., 0.03985305 0.19864763
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Progress: 1.8% ... Training loss: 0.420 ... Validation loss: 0.682[[ 0.22339867]
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[[ 5.71780735e-02 -1.27926731e-01 3.82219168e-06 ..., -1.23801068e-01
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[ 3.86693530e-02 5.00366334e-02 1.23206979e-01 ..., -2.43240960e-01
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[ 2.82060865e-02 -1.95454751e-02 -2.25773261e-01 ..., 1.59927900e-01
1.53164813e-01 7.91848063e-02]
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[ -2.73838663e-01 -2.21478453e-01 -5.53732314e-02 ..., -1.14946939e-01
1.26140665e-02 -2.38742878e-01]
[ 6.60699856e-02 -3.78441952e-02 -8.55657721e-02 ..., 3.98282291e-02
1.99010784e-01 2.00205511e-01]]
Progress: 1.8% ... Training loss: 0.444 ... Validation loss: 0.677[[ 0.19931366]
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[ 0.03850456 0.05016289 0.12364618 ..., -0.24322085 -0.05181782
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[ 0.06577873 -0.03761328 -0.08471291 ..., 0.03986696 0.1983188
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Progress: 1.8% ... Training loss: 0.421 ... Validation loss: 0.685[[ 0.21798291]
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[ 0.03851802 0.05015035 0.12360306 ..., -0.24322402 -0.05178048
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[ 0.0659507 -0.03778986 -0.08526698 ..., 0.03982774 0.19882347
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Progress: 1.8% ... Training loss: 0.420 ... Validation loss: 0.658[[ 2.08671672e-01]
[ -1.83726760e-01]
[ -6.27499652e-01]
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[[ 0.05622602 -0.12729796 0.00254233 ..., -0.12374528 0.17512794
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[ 0.038573 0.05010344 0.12343008 ..., -0.24323298 -0.05161369
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[ 0.0274015 -0.01886356 -0.22335041 ..., 0.16006011 0.15112856
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[-0.19517798 -0.17433445 -0.1086476 ..., 0.11227681 -0.04526564
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[ 0.06584426 -0.03771068 -0.08497374 ..., 0.03984307 0.19856535
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Progress: 1.8% ... Training loss: 0.405 ... Validation loss: 0.657[[ 0.21101491]
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[[ 0.05639323 -0.12743043 0.0021313 ..., -0.1237719 0.17544633
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[ 0.03864727 0.05003962 0.12323855 ..., -0.24324661 -0.0514216
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[ 0.06588892 -0.03775596 -0.08508172 ..., 0.03983661 0.19875259
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Progress: 1.8% ... Training loss: 0.405 ... Validation loss: 0.653[[ 0.19423558]
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Progress: 1.8% ... Training loss: 0.448 ... Validation loss: 0.721[[ 0.21990753]
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[[ 0.05638212 -0.12763136 0.00186744 ..., -0.12386417 0.17547133
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Progress: 1.8% ... Training loss: 0.417 ... Validation loss: 0.656[[ 0.20549442]
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Progress: 1.8% ... Training loss: 0.407 ... Validation loss: 0.665[[ 2.17755777e-01]
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[ 0.06528137 -0.03728456 -0.08336164 ..., 0.03991507 0.19741614
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Progress: 1.8% ... Training loss: 0.407 ... Validation loss: 0.650[[ 0.20414791]
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[ 0.06487079 -0.03692995 -0.08211372 ..., 0.03997415 0.19641253
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Progress: 1.8% ... Training loss: 0.409 ... Validation loss: 0.668[[ 0.21729131]
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Progress: 1.8% ... Training loss: 0.404 ... Validation loss: 0.647[[ 0.20763105]
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[ 0.06433568 -0.03648336 -0.08054522 ..., 0.04006044 0.19508246
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Progress: 1.8% ... Training loss: 0.401 ... Validation loss: 0.654[[ 0.20753555]
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Progress: 1.9% ... Training loss: 0.401 ... Validation loss: 0.653[[ 0.22531697]
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Progress: 1.9% ... Training loss: 0.423 ... Validation loss: 0.653[[ 0.20852575]
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Progress: 1.9% ... Training loss: 0.399 ... Validation loss: 0.651[[ 0.21793144]
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[ 0.06405148 -0.03627302 -0.07976751 ..., 0.04008504 0.19461507
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Progress: 1.9% ... Training loss: 0.400 ... Validation loss: 0.641[[ 0.21092119]
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[ 0.06401665 -0.03625098 -0.07966731 ..., 0.04008932 0.19453914
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Progress: 1.9% ... Training loss: 0.396 ... Validation loss: 0.646[[ 0.21556724]
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[ 0.03907272 0.04962067 0.12184244 ..., -0.24334585 -0.05024099
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[ 0.06425475 -0.03647168 -0.08044098 ..., 0.04003363 0.19533024
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Progress: 1.9% ... Training loss: 0.394 ... Validation loss: 0.640[[ 0.20163443]
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[ 0.03900213 0.04967869 0.12205097 ..., -0.24333183 -0.05042588
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[ 0.064075 -0.03630848 -0.07987415 ..., 0.04007148 0.19486863
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Progress: 1.9% ... Training loss: 0.422 ... Validation loss: 0.685[[ 0.22487822]
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[ 0.06439395 -0.03663007 -0.08086276 ..., 0.03997966 0.19578107
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Progress: 1.9% ... Training loss: 0.408 ... Validation loss: 0.648[[ 0.19034578]
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Progress: 1.9% ... Training loss: 0.503 ... Validation loss: 0.778[[ 0.23388581]
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[ 0.84601545]
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[[ 0.05319129 -0.12560776 0.01099406 ..., -0.12369381 0.16691245
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[ 0.06461615 -0.0370256 -0.08188848 ..., 0.03981959 0.19662548
0.20324865]]
Progress: 1.9% ... Training loss: 0.444 ... Validation loss: 0.681[[ 0.20919373]
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[[ 0.05198611 -0.12472686 0.01442612 ..., -0.1235212 0.16373245
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[ 0.03887561 0.04976759 0.12238177 ..., -0.24331134 -0.05073639
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[ 0.06394147 -0.036534 -0.08000235 ..., 0.03991681 0.19495441
0.20482655]]
Progress: 1.9% ... Training loss: 0.401 ... Validation loss: 0.653[[ 0.2245588 ]
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[ 0.06403607 -0.03661476 -0.08030489 ..., 0.03989367 0.19528972
0.20458571]]
Progress: 1.9% ... Training loss: 0.396 ... Validation loss: 0.640[[ 0.20128623]
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[ 0.06375103 -0.03637988 -0.07947694 ..., 0.03995138 0.1945746
0.20528932]]
Progress: 1.9% ... Training loss: 0.440 ... Validation loss: 0.697[[ 2.27655856e-01]
[ -1.76302068e-01]
[ -6.41142746e-01]
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[ 0.06444153 -0.03708821 -0.08182515 ..., 0.03972396 0.19662281
0.20322966]]
Progress: 1.9% ... Training loss: 0.399 ... Validation loss: 0.643[[ 0.21399913]
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[ 0.06431831 -0.03699446 -0.08144451 ..., 0.03974727 0.19633509
0.20349325]]
Progress: 1.9% ... Training loss: 0.393 ... Validation loss: 0.639[[ 0.22436204]
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[ 0.06454042 -0.03719673 -0.08213417 ..., 0.03968671 0.19695575
0.2028988 ]]
Progress: 2.0% ... Training loss: 0.388 ... Validation loss: 0.630[[ 0.21859149]
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[ 0.06465148 -0.03729193 -0.08243353 ..., 0.03966354 0.19724542
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Progress: 2.0% ... Training loss: 0.385 ... Validation loss: 0.628[[ 0.21808582]
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[[ 0.05224526 -0.12522706 0.01375737 ..., -0.12373469 0.16407653
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[ 0.0645659 -0.03720807 -0.08213493 ..., 0.03968901 0.19702639
0.20287501]]
Progress: 2.0% ... Training loss: 0.384 ... Validation loss: 0.629[[ 0.21367727]
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[[ 0.0523003 -0.12524396 0.01376036 ..., -0.12373323 0.16409682
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[ 0.06496793 -0.03755129 -0.08332396 ..., 0.03959509 0.19810529
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Progress: 2.0% ... Training loss: 0.386 ... Validation loss: 0.633[[ 0.21267032]
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[ 0.03876038 0.04986246 0.12266453 ..., -0.24328714 -0.05102148
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[ 0.06471464 -0.03731374 -0.08250966 ..., 0.03966594 0.19738223
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Progress: 2.0% ... Training loss: 0.385 ... Validation loss: 0.630[[ 0.22970967]
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[[ 0.05362322 -0.12639351 0.01009462 ..., -0.12408847 0.16746079
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[ 0.03878066 0.04984774 0.12264243 ..., -0.24329287 -0.05097418
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[ 0.06526784 -0.03782434 -0.08419454 ..., 0.03950914 0.19898371
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Progress: 2.0% ... Training loss: 0.409 ... Validation loss: 0.647[[ 0.22324966]
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[ 0.06526259 -0.03782233 -0.08416319 ..., 0.03951018 0.19893451
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Progress: 2.0% ... Training loss: 0.385 ... Validation loss: 0.620[[ 2.21824985e-01]
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[[ 0.05373751 -0.12648929 0.00986745 ..., -0.12412277 0.1672955
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[ 0.03858616 0.04999925 0.12319389 ..., -0.24325352 -0.05142554
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[ 0.06545579 -0.03798313 -0.08474707 ..., 0.0394711 0.1994553
0.20041488]]
Progress: 2.0% ... Training loss: 0.381 ... Validation loss: 0.616[[ 0.22429421]
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[[ 0.05351657 -0.12629332 0.01085143 ..., -0.12406312 0.16647992
-0.17325576]
[ 0.03860526 0.04998341 0.12313668 ..., -0.24325775 -0.05136947
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[ 0.06554148 -0.03806237 -0.08495513 ..., 0.03944623 0.1997342
0.20017192]]
Progress: 2.0% ... Training loss: 0.384 ... Validation loss: 0.613[[ 0.21540968]
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[[ 0.05286866 -0.12575747 0.01283764 ..., -0.1239209 0.16463052
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[ 0.03865418 0.04994611 0.12298936 ..., -0.24326867 -0.05124175
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[ 0.06547438 -0.03799538 -0.08472983 ..., 0.03946783 0.19959897
0.20039658]]
Progress: 2.0% ... Training loss: 0.378 ... Validation loss: 0.616[[ 0.22371414]
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[[ 0.05297261 -0.12588042 0.01260704 ..., -0.1239551 0.16492431
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[ 0.03864945 0.04995012 0.12300295 ..., -0.24326711 -0.0512384
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[ 0.02384909 -0.01643578 -0.21181264 ..., 0.16054606 0.13882284
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[ 0.06545587 -0.03797152 -0.08460853 ..., 0.03947345 0.19952388
0.20044268]]
Progress: 2.0% ... Training loss: 0.381 ... Validation loss: 0.614[[ 0.21618621]
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[[ 0.05280332 -0.12576349 0.01309689 ..., -0.12391897 0.16440271
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[ 0.03846509 0.05010038 0.12354348 ..., -0.24322356 -0.05171635
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[ 0.06516288 -0.03772862 -0.08374725 ..., 0.03954214 0.1987318
0.20123103]]
Progress: 2.0% ... Training loss: 0.377 ... Validation loss: 0.614[[ 0.22914068]
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[[ 0.05343791 -0.12635547 0.01117436 ..., -0.12410506 0.16623594
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[ 0.03846006 0.05010477 0.12355881 ..., -0.24322213 -0.05173019
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[ 0.02389842 -0.01647801 -0.2118506 ..., 0.16051536 0.13902694
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[ 0.06501182 -0.03759166 -0.0833197 ..., 0.03958838 0.1984634
0.20166865]]
Progress: 2.0% ... Training loss: 0.386 ... Validation loss: 0.616[[ 0.2130972 ]
[-0.19532581]
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[[ 0.05243338 -0.12555791 0.0141399 ..., -0.12388486 0.16343482
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[ 0.03840986 0.05014646 0.12371033 ..., -0.24321396 -0.05186717
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[ 0.06525938 -0.03779788 -0.08404021 ..., 0.0395266 0.19918891
0.20098587]]
Progress: 2.0% ... Training loss: 0.387 ... Validation loss: 0.627[[ 0.21993272]
[-0.18879743]
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[[ 0.05252601 -0.12563698 0.01392335 ..., -0.12391846 0.163561
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[ 0.03825979 0.05028719 0.1241724 ..., -0.24316625 -0.05231695
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[ 0.06563445 -0.03814895 -0.08525319 ..., 0.03940229 0.20025932
0.19988534]]
Progress: 2.0% ... Training loss: 0.374 ... Validation loss: 0.610[[ 0.21967605]
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[[ 0.0520612 -0.12524725 0.01531442 ..., -0.12377756 0.16236089
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[ 0.03830292 0.05025165 0.12404447 ..., -0.24317837 -0.0522086
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[ 0.02151082 -0.01446673 -0.20468418 ..., 0.16116598 0.13206131
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[ 0.06530176 -0.03785732 -0.08425346 ..., 0.03949796 0.19942006
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Progress: 2.1% ... Training loss: 0.374 ... Validation loss: 0.613[[ 0.21877384]
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[[ 0.05149664 -0.12473807 0.01716563 ..., -0.12361561 0.16064655
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[ 0.03820775 0.05034261 0.12436492 ..., -0.243152 -0.05248535
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[ 0.02165072 -0.01459696 -0.20508523 ..., 0.16111845 0.13232153
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[ 0.06554094 -0.03805817 -0.0849562 ..., 0.03943722 0.20008565
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Progress: 2.1% ... Training loss: 0.374 ... Validation loss: 0.612[[ 0.21850243]
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[ 0.03824736 0.05030639 0.12424855 ..., -0.24316325 -0.05235464
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[ 0.02127672 -0.0142874 -0.20391022 ..., 0.16121975 0.13130703
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[ 0.06550411 -0.03801201 -0.08483196 ..., 0.03945061 0.20007969
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Progress: 2.1% ... Training loss: 0.373 ... Validation loss: 0.610[[ 0.23869638]
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[[ 0.05304596 -0.12610769 0.0128648 ..., -0.12405184 0.16483754
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[ 0.03813663 0.05039519 0.12457273 ..., -0.24313455 -0.05263774
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[ 0.06583106 -0.03831036 -0.08576224 ..., 0.03936292 0.20098179
0.19931203]]
Progress: 2.1% ... Training loss: 0.413 ... Validation loss: 0.643[[ 0.22252793]
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[[ 0.05236154 -0.1255981 0.01478785 ..., -0.12392605 0.16301 -0.17017548]
[ 0.03794087 0.05053617 0.12504383 ..., -0.24309723 -0.05314521
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[ 0.02199358 -0.01495908 -0.20589167 ..., 0.16103578 0.13313334
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[ 0.0654933 -0.03804951 -0.08478774 ..., 0.03942617 0.20002802
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Progress: 2.1% ... Training loss: 0.370 ... Validation loss: 0.601[[ 0.22501669]
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[[ 0.05244165 -0.12568258 0.01455279 ..., -0.12395109 0.162998
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[ 0.03792123 0.05055401 0.12511045 ..., -0.24309121 -0.05322981
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[ 0.06564198 -0.03818802 -0.08522651 ..., 0.03938165 0.20050721
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Progress: 2.1% ... Training loss: 0.369 ... Validation loss: 0.599[[ 0.22225329]
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[ 0.03791112 0.05056272 0.12514129 ..., -0.24308832 -0.05325882
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[ 0.06554602 -0.03811007 -0.08495876 ..., 0.03940637 0.20031527
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Progress: 2.1% ... Training loss: 0.369 ... Validation loss: 0.601[[ 0.22708012]
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[ 0.03801651 0.0504738 0.12483965 ..., -0.24311585 -0.05297479
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[ 0.065272 -0.03786497 -0.08412275 ..., 0.03948794 0.19963883
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Progress: 2.1% ... Training loss: 0.369 ... Validation loss: 0.596[[ 0.21949311]
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[ 0.06550957 -0.03805054 -0.08480296 ..., 0.03942895 0.2003486
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Progress: 2.1% ... Training loss: 0.373 ... Validation loss: 0.602[[ 0.23907257]
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[[ 0.05300502 -0.12619728 0.01325906 ..., -0.12411774 0.16415026
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Progress: 2.1% ... Training loss: 0.401 ... Validation loss: 0.618[[ 0.21255073]
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Progress: 2.1% ... Training loss: 0.393 ... Validation loss: 0.625[[ 0.24222562]
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[[ 0.05345849 -0.12685235 0.01161056 ..., -0.1244342 0.16539495
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[ 0.06579898 -0.038359 -0.08581498 ..., 0.03931185 0.20131817
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Progress: 2.1% ... Training loss: 0.419 ... Validation loss: 0.639[[ 0.22806235]
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[ 0.06558105 -0.03818035 -0.08511967 ..., 0.03935567 0.20076219
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Progress: 2.1% ... Training loss: 0.366 ... Validation loss: 0.588[[ 0.22146399]
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[ 0.06567081 -0.03826122 -0.08539013 ..., 0.0393301 0.20108833
0.1996316 ]]
Progress: 2.1% ... Training loss: 0.365 ... Validation loss: 0.589[[ 2.27802539e-01]
[ -1.87948030e-01]
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[ 0.06565078 -0.0382409 -0.0852942 ..., 0.03933707 0.20117474
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Progress: 2.1% ... Training loss: 0.363 ... Validation loss: 0.583[[ 0.21813033]
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[ 0.06558558 -0.0381831 -0.08505874 ..., 0.03934731 0.20089089
0.19984559]]
Progress: 2.2% ... Training loss: 0.375 ... Validation loss: 0.601[[ 0.25105757]
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[ 0.06582415 -0.03840795 -0.08581761 ..., 0.03927497 0.20164935
0.19916934]]
Progress: 2.2% ... Training loss: 0.466 ... Validation loss: 0.680[[ 0.22677799]
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[[ 0.05360837 -0.1273158 0.01074272 ..., -0.12468137 0.16599037
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[ 0.03788766 0.05053155 0.12513721 ..., -0.24310742 -0.0532856
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[ 0.06529128 -0.0380487 -0.08439311 ..., 0.03936418 0.20028716
0.2003936 ]]
Progress: 2.2% ... Training loss: 0.361 ... Validation loss: 0.576[[ 0.23523142]
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[[ 0.05410203 -0.12777247 0.00927812 ..., -0.12481887 0.16713684
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[ 0.06604102 -0.03871974 -0.08666626 ..., 0.03915563 0.2023857
0.19826059]]
Progress: 2.2% ... Training loss: 0.370 ... Validation loss: 0.582[[ 0.21882592]
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[[ 0.05358104 -0.12734288 0.01104582 ..., -0.12468199 0.16567703
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[ 0.06529365 -0.03810627 -0.08452595 ..., 0.03933629 0.20042458
0.20023607]]
Progress: 2.2% ... Training loss: 0.373 ... Validation loss: 0.592[[ 0.23536354]
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[[ 0.05418236 -0.12788595 0.00952637 ..., -0.1248668 0.16708361
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[ 0.03754296 0.05082879 0.12612223 ..., -0.24301083 -0.05423068
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[ 0.06561252 -0.03841025 -0.0854155 ..., 0.03923264 0.20124013
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Progress: 2.2% ... Training loss: 0.370 ... Validation loss: 0.579[[ 0.22509487]
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[ 0.03753783 0.0508329 0.12613656 ..., -0.24300973 -0.05424376
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[ 0.0655339 -0.03835336 -0.08511563 ..., 0.03924924 0.20101257
0.19946941]]
Progress: 2.2% ... Training loss: 0.360 ... Validation loss: 0.574[[ 0.22896704]
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[[ 0.05336396 -0.12725331 0.01200377 ..., -0.12469494 0.16473758
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[ 0.03754804 0.05082394 0.12610539 ..., -0.24301264 -0.05421479
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[ 0.06565923 -0.03846986 -0.08551907 ..., 0.03920832 0.20136751
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Progress: 2.2% ... Training loss: 0.358 ... Validation loss: 0.571[[ 0.22346458]
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[ 0.03752445 0.05084295 0.12615558 ..., -0.2430064 -0.05428271
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[ 0.06557024 -0.03839096 -0.08523531 ..., 0.03922718 0.20112658
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Progress: 2.2% ... Training loss: 0.361 ... Validation loss: 0.579[[ 2.32756079e-01]
[ -1.92409078e-01]
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[ 0.0375821 0.0507931 0.12598782 ..., -0.24302333 -0.05412193
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Progress: 2.2% ... Training loss: 0.358 ... Validation loss: 0.573[[ 0.23178415]
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[[ 0.05271606 -0.12670722 0.01406713 ..., -0.12452075 0.16294562
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[ 0.03760522 0.05077393 0.12592015 ..., -0.24302961 -0.05405393
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Progress: 2.2% ... Training loss: 0.356 ... Validation loss: 0.575[[ 0.2292726 ]
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[ 0.06544052 -0.03829237 -0.08494249 ..., 0.03925203 0.20103158
0.1995309 ]]
Progress: 2.2% ... Training loss: 0.355 ... Validation loss: 0.575[[ 0.23334365]
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[[ 0.05325156 -0.12719092 0.01266925 ..., -0.12468451 0.16445834
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[ 0.06519886 -0.03807832 -0.08414082 ..., 0.03932908 0.20034385
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Progress: 2.2% ... Training loss: 0.356 ... Validation loss: 0.573[[ 0.22523028]
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[[ 0.05277689 -0.12679374 0.01422065 ..., -0.12456172 0.16316546
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[ 0.0378336 0.05057814 0.12524361 ..., -0.24309253 -0.0533931
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[ 0.06501125 -0.03791702 -0.0835557 ..., 0.03937699 0.1997981
0.20077389]]
Progress: 2.2% ... Training loss: 0.360 ... Validation loss: 0.578[[ 0.23062501]
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[ 0.06494999 -0.03785808 -0.08334664 ..., 0.03939818 0.19961987
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Progress: 2.2% ... Training loss: 0.354 ... Validation loss: 0.571[[ 0.23916333]
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[[ 0.05317303 -0.127153 0.0129783 ..., -0.1246736 0.16416526
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[ 0.06548099 -0.03831675 -0.08495858 ..., 0.03924347 0.20107426
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Progress: 2.3% ... Training loss: 0.363 ... Validation loss: 0.575[[ 0.21866864]
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Progress: 2.3% ... Training loss: 0.382 ... Validation loss: 0.599[[ 0.2508665 ]
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[[ 0.05375959 -0.12791843 0.01095889 ..., -0.12500144 0.16587885
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[ 0.06526941 -0.03819096 -0.08438018 ..., 0.03927819 0.20064381
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Progress: 2.3% ... Training loss: 0.414 ... Validation loss: 0.624[[ 0.21752779]
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[[ 0.05203236 -0.12666318 0.0157683 ..., -0.12467103 0.1611534
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Progress: 2.3% ... Training loss: 0.393 ... Validation loss: 0.614[[ 0.24823454]
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[ 0.06566762 -0.03864943 -0.08579913 ..., 0.03909317 0.2020645
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Progress: 2.3% ... Training loss: 0.385 ... Validation loss: 0.596[[ 0.22842585]
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[ 0.03764086 0.0507546 0.12580244 ..., -0.24303154 -0.05386593
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Progress: 2.3% ... Training loss: 0.358 ... Validation loss: 0.573[[ 2.40308013e-01]
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[ 0.06540694 -0.03853543 -0.0852604 ..., 0.03910389 0.2016776
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Progress: 2.3% ... Training loss: 0.354 ... Validation loss: 0.564[[ 0.23673549]
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[[ 0.0527386 -0.12767374 0.01329108 ..., -0.12513223 0.16346851
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Progress: 2.3% ... Training loss: 0.350 ... Validation loss: 0.562[[ 0.23228428]
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[ 0.03780964 0.05060179 0.12527795 ..., -0.24307981 -0.05337247
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Progress: 2.3% ... Training loss: 0.351 ... Validation loss: 0.567[[ 0.24155534]
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Progress: 2.3% ... Training loss: 0.352 ... Validation loss: 0.566[[ 0.23361681]
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[[ 0.05233989 -0.12735857 0.01487617 ..., -0.12504344 0.16212001
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[ 0.06529542 -0.03845429 -0.08487961 ..., 0.03910721 0.20156246
0.19949311]]
Progress: 2.3% ... Training loss: 0.350 ... Validation loss: 0.563[[ 0.2360683 ]
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[ 0.06541598 -0.03856708 -0.08521724 ..., 0.03906581 0.20202986
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Progress: 2.3% ... Training loss: 0.349 ... Validation loss: 0.560[[ 0.23700016]
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[ 0.06547911 -0.03863303 -0.08540598 ..., 0.03904014 0.20231514
0.19897849]]
Progress: 2.3% ... Training loss: 0.349 ... Validation loss: 0.561[[ 0.24520641]
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[ 0.06530568 -0.03847571 -0.08486519 ..., 0.03909015 0.20191356
0.1994963 ]]
Progress: 2.3% ... Training loss: 0.351 ... Validation loss: 0.562[[ 0.23823584]
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[[ 0.05129208 -0.12647343 0.01864771 ..., -0.12478466 0.1592208
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[ 0.03821134 0.05026687 0.12409558 ..., -0.24318538 -0.05228997
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[ 0.06523495 -0.03840399 -0.08460646 ..., 0.03911042 0.20171302
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Progress: 2.3% ... Training loss: 0.348 ... Validation loss: 0.559[[ 2.49123201e-01]
[ -1.94253668e-01]
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0.19914854]]
Progress: 2.4% ... Training loss: 0.356 ... Validation loss: 0.565[[ 0.23848452]
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0.19866585]]
Progress: 2.4% ... Training loss: 0.347 ... Validation loss: 0.554[[ 0.24381357]
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Progress: 2.4% ... Training loss: 0.346 ... Validation loss: 0.549[[ 0.2426691 ]
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[ 0.06570087 -0.03880793 -0.08591365 ..., 0.03898594 0.20319718
0.19842779]]
Progress: 2.4% ... Training loss: 0.345 ... Validation loss: 0.548[[ 0.23039925]
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[[ 0.05071351 -0.1259753 0.02119027 ..., -0.12465217 0.15667443
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[ 0.06543825 -0.03857568 -0.08508442 ..., 0.03904899 0.20246554
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Progress: 2.4% ... Training loss: 0.362 ... Validation loss: 0.574[[ 0.24896176]
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[[ 0.05169689 -0.12688869 0.01808165 ..., -0.12496176 0.15932187
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[ 0.06569515 -0.03882412 -0.08590712 ..., 0.03896596 0.20325406
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Progress: 2.4% ... Training loss: 0.353 ... Validation loss: 0.554[[ 0.23646641]
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[[ 0.05136915 -0.12662084 0.01926737 ..., -0.12487434 0.15830393
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[ 0.03768456 0.05071366 0.12567838 ..., -0.24304343 -0.05375766
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[ 0.0655229 -0.03868792 -0.0854162 ..., 0.03900547 0.20286058
0.19878137]]
Progress: 2.4% ... Training loss: 0.346 ... Validation loss: 0.553[[ 0.25324134]
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[[ 0.05245105 -0.12760513 0.01590753 ..., -0.12518116 0.16137657
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[ 0.037717 0.0506833 0.1255806 ..., -0.24305271 -0.05366113
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[ 0.06568475 -0.0388258 -0.08589744 ..., 0.03896838 0.20339866
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Progress: 2.4% ... Training loss: 0.363 ... Validation loss: 0.569[[ 0.23138468]
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[ 0.03772603 0.05067634 0.12555676 ..., -0.24305452 -0.05364461
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[ 0.06536036 -0.03857313 -0.08500358 ..., 0.03904043 0.20261573
0.19915631]]
Progress: 2.4% ... Training loss: 0.367 ... Validation loss: 0.573[[ 0.2449959 ]
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[[ 0.051905 -0.12732382 0.01735054 ..., -0.125129 0.1598267
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[ 0.03769195 0.05070962 0.12566657 ..., -0.24304254 -0.05374925
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[ 0.06557462 -0.03876682 -0.08564787 ..., 0.03897093 0.20321856
0.1985152 ]]
Progress: 2.4% ... Training loss: 0.342 ... Validation loss: 0.551[[ 0.23896782]
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[[ 0.05189977 -0.12731169 0.0176547 ..., -0.1251319 0.15965281
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[ 0.0378336 0.05059186 0.1252934 ..., -0.24307845 -0.05337659
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[ 0.06555535 -0.03875161 -0.08554015 ..., 0.03897777 0.20316125
0.19858315]]
Progress: 2.4% ... Training loss: 0.343 ... Validation loss: 0.552[[ 0.2464198 ]
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[[ 0.05181374 -0.12724904 0.01797341 ..., -0.1251099 0.15929317
-0.16933489]
[ 0.03789775 0.0505348 0.12511124 ..., -0.24309757 -0.05320561
0.12983108]
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[ 0.06548156 -0.03868693 -0.08530038 ..., 0.03900105 0.20300315
0.19877226]]
Progress: 2.4% ... Training loss: 0.342 ... Validation loss: 0.551[[ 0.2395789 ]
[-0.20798937]
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[[ 0.05092759 -0.12650455 0.02060122 ..., -0.12487532 0.15669679
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[ 0.03799103 0.05045226 0.12483503 ..., -0.24312197 -0.05294294
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[ 0.0653124 -0.03854606 -0.08481633 ..., 0.03904793 0.20253419
0.19922995]]
Progress: 2.4% ... Training loss: 0.342 ... Validation loss: 0.552[[ 0.2493592 ]
[-0.19973329]
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[ 0.93490397]
[ 0.3665764 ]
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[[ 0.05200738 -0.12748121 0.0172563 ..., -0.12518806 0.15967851
-0.1699141 ]
[ 0.03793787 0.05049936 0.12499397 ..., -0.24310641 -0.05309751
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[ 0.01709853 -0.01229792 -0.19129028 ..., 0.16157808 0.11786234
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[ 0.06537681 -0.03857934 -0.0849803 ..., 0.03903563 0.20275592
0.19909513]]
Progress: 2.4% ... Training loss: 0.346 ... Validation loss: 0.554[[ 0.25712134]
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[ 0.37402851]
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[[ 0.05305755 -0.12834845 0.01428507 ..., -0.12544331 0.16257039
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[ 0.03788869 0.05053455 0.12511682 ..., -0.24309517 -0.05322017
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[ 0.0659424 -0.0390545 -0.08664107 ..., 0.03888628 0.2043807
0.19755024]]
Progress: 2.4% ... Training loss: 0.369 ... Validation loss: 0.571[[ 0.24074162]
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[ 0.3620168 ]
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[[ 0.05260835 -0.1279669 0.01569994 ..., -0.12533346 0.16114669
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[ 0.03788869 0.05053455 0.12511682 ..., -0.24309517 -0.05322017
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-0.22914056]
[ 0.06597347 -0.03906945 -0.08669102 ..., 0.03888774 0.20449051
0.19751767]]
Progress: 2.5% ... Training loss: 0.341 ... Validation loss: 0.540[[ 0.24251864]
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[[ 0.05294603 -0.12824701 0.01480188 ..., -0.12540948 0.16203955
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[ 0.03803859 0.05040634 0.12467593 ..., -0.24313472 -0.05281179
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[ 0.06617413 -0.03924467 -0.08726028 ..., 0.03882838 0.20506078
0.19697099]]
Progress: 2.5% ... Training loss: 0.339 ... Validation loss: 0.538[[ 0.2358585 ]
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[[ 0.05275354 -0.12808899 0.01541767 ..., -0.12535864 0.16156687
-0.1712066 ]
[ 0.03803743 0.05040732 0.12467945 ..., -0.24313443 -0.0528152
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[ 0.06612026 -0.03918306 -0.08702051 ..., 0.03884628 0.20500755
0.1971769 ]]
Progress: 2.5% ... Training loss: 0.347 ... Validation loss: 0.549[[ 0.24453596]
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[[ 0.05227682 -0.12764424 0.01692016 ..., -0.12521159 0.16022307
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[ 0.03816851 0.05028284 0.12429288 ..., -0.24317489 -0.05243977
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[ 0.01719061 -0.01236988 -0.19155709 ..., 0.16158784 0.11823764
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[ 0.06602858 -0.03908411 -0.08673293 ..., 0.03888175 0.20482339
0.19750837]]
Progress: 2.5% ... Training loss: 0.338 ... Validation loss: 0.542[[ 0.2424412 ]
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[[ 0.05243385 -0.12778383 0.01666012 ..., -0.12525734 0.16056528
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[ 0.03827885 0.05019181 0.12397047 ..., -0.24320276 -0.05212677
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[ 0.06560437 -0.03869748 -0.08538066 ..., 0.03899941 0.20369473
0.19866823]]
Progress: 2.5% ... Training loss: 0.337 ... Validation loss: 0.541[[ 0.2434341 ]
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[[ 0.05287965 -0.12818974 0.01547118 ..., -0.12538421 0.16164142
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[ 0.03809392 0.05034688 0.12451356 ..., -0.24315165 -0.05265863
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[ 0.06561326 -0.03871789 -0.08543615 ..., 0.03899608 0.20377754
0.19859575]]
Progress: 2.5% ... Training loss: 0.337 ... Validation loss: 0.541[[ 0.25013276]
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[[ 0.05313495 -0.12841761 0.01467245 ..., -0.12546153 0.16243559
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[ 0.03807144 0.0503659 0.12457628 ..., -0.24314556 -0.05272542
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[ 0.06588743 -0.03895787 -0.08627195 ..., 0.03891883 0.20458707
0.19785877]]
Progress: 2.5% ... Training loss: 0.342 ... Validation loss: 0.544[[ 0.24741386]
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[[ 0.05284515 -0.12818852 0.01549399 ..., -0.12539197 0.16167193
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[ 0.0380737 0.05036431 0.12457048 ..., -0.24314596 -0.05271802
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[ 0.06633966 -0.03934029 -0.08762596 ..., 0.03879714 0.20598386
0.19670858]]
Progress: 2.5% ... Training loss: 0.337 ... Validation loss: 0.537[[ 0.2404265 ]
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[[ 5.22703364e-02 -1.27689576e-01 1.71700922e-02 ..., -1.25235568e-01
1.60032384e-01 -1.70015544e-01]
[ 3.81025031e-02 5.03401327e-02 1.24488943e-01 ..., -2.43153494e-01
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[ 1.76367004e-02 -1.27876452e-02 -1.92644408e-01 ..., 1.61407181e-01
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[ -1.92431306e-01 -1.77931007e-01 -1.17641560e-01 ..., 1.10587356e-01
-4.05009095e-02 -1.91128689e-02]
[ -2.77871346e-01 -2.19077751e-01 -4.39837167e-02 ..., -1.14572353e-01
1.54564692e-04 -2.29202234e-01]
[ 6.61789950e-02 -3.92018181e-02 -8.71581822e-02 ..., 3.88440868e-02
2.05558871e-01 1.97153342e-01]]
Progress: 2.5% ... Training loss: 0.341 ... Validation loss: 0.543[[ 0.25636946]
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[[ 0.05309218 -0.12841445 0.01480004 ..., -0.12549303 0.16227931
-0.17217683]
[ 0.03804366 0.05039073 0.12465565 ..., -0.24313385 -0.05283357
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[ 0.06653422 -0.03952268 -0.08823765 ..., 0.03872934 0.20657864
0.19614114]]
Progress: 2.5% ... Training loss: 0.354 ... Validation loss: 0.546[[ 0.23099419]
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[[ 0.05127168 -0.12698883 0.01993746 ..., -0.12507738 0.15745372
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[ 0.03795953 0.05045367 0.12489216 ..., -0.2431174 -0.05302191
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[ 0.06641504 -0.03942253 -0.08781915 ..., 0.03875875 0.20636985
0.19642066]]
Progress: 2.5% ... Training loss: 0.382 ... Validation loss: 0.587[[ 0.2623532 ]
[-0.19870042]
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[[ 0.05290457 -0.12864098 0.01465651 ..., -0.12566708 0.16202257
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[ 0.03804251 0.05037206 0.12462366 ..., -0.24314736 -0.05278144
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[ 0.06720276 -0.04021256 -0.09036496 ..., 0.03847338 0.20865308
0.19414408]]
Progress: 2.5% ... Training loss: 0.373 ... Validation loss: 0.571[[ 0.22908373]
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[[ 0.05113593 -0.12728398 0.0194949 ..., -0.1252946 0.15732057
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[ 0.03807828 0.05034235 0.12454199 ..., -0.24315816 -0.05263614
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[ 0.06698481 -0.04002309 -0.08974759 ..., 0.03852366 0.20812096
0.19479091]]
Progress: 2.5% ... Training loss: 0.402 ... Validation loss: 0.607[[ 0.25298896]
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[[ 0.05231734 -0.12847128 0.01582712 ..., -0.12574403 0.16071274
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[ 0.03815568 0.05026189 0.12429109 ..., -0.24318792 -0.05242935
0.1291703 ]
[ 0.01436245 -0.01035558 -0.18395056 ..., 0.16203147 0.11067886
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[ 0.06696085 -0.03999974 -0.08970709 ..., 0.03853845 0.20814029
0.19486194]]
Progress: 2.5% ... Training loss: 0.338 ... Validation loss: 0.542[[ 0.25181678]
[-0.20923958]
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[ 0.36704636]
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[[ 0.05250653 -0.12862798 0.01539634 ..., -0.12579645 0.16113922
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[ 0.03817337 0.05024654 0.12424069 ..., -0.24319273 -0.05238363
0.12912621]
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[ 0.06687146 -0.03991921 -0.08940958 ..., 0.03856165 0.20797699
0.19509986]]
Progress: 2.5% ... Training loss: 0.335 ... Validation loss: 0.539[[ 0.25232673]
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[[ 0.05232453 -0.12846804 0.01597796 ..., -0.12573981 0.16047657
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[ 0.03821441 0.05021193 0.12413649 ..., -0.24320314 -0.05228385
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[ 0.06687648 -0.03991903 -0.08941404 ..., 0.03855952 0.20800836
0.19507792]]
Progress: 2.6% ... Training loss: 0.335 ... Validation loss: 0.540[[ 0.25006117]
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[[ 0.05195197 -0.12814725 0.01723327 ..., -0.12564258 0.15937095
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[ 0.03833748 0.05010559 0.12374113 ..., -0.24323266 -0.0519459
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[ 0.06657285 -0.03965029 -0.08848011 ..., 0.03864571 0.20725964
0.19590114]]
Progress: 2.6% ... Training loss: 0.333 ... Validation loss: 0.537[[ 0.24825777]
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[[ 0.05174165 -0.12798184 0.01799178 ..., -0.12558114 0.15882366
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[ 0.03846054 0.04999659 0.12335903 ..., -0.24326856 -0.05157226
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[ 0.06647896 -0.03956834 -0.08821444 ..., 0.03867311 0.2070121
0.19615859]]
Progress: 2.6% ... Training loss: 0.333 ... Validation loss: 0.537[[ 0.24192445]
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[[ 0.05137503 -0.12761055 0.01938827 ..., -0.12547124 0.15780143
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[ 0.03850093 0.04996096 0.12323713 ..., -0.24328012 -0.05145657
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[ 0.06630476 -0.03941867 -0.08762768 ..., 0.03873191 0.20663566
0.1966603 ]]
Progress: 2.6% ... Training loss: 0.341 ... Validation loss: 0.544[[ 0.25500375]
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[[ 0.05185872 -0.12806473 0.0180222 ..., -0.12563017 0.1591008
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[ 0.03845661 0.05000119 0.12337048 ..., -0.24326614 -0.05156709
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[ 0.06635959 -0.03945779 -0.08778824 ..., 0.03871391 0.20687407
0.19652619]]
Progress: 2.6% ... Training loss: 0.338 ... Validation loss: 0.547[[ 0.24791089]
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[[ 0.05151744 -0.12777437 0.01908483 ..., -0.12553841 0.15808697
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[ 0.03847001 0.04999428 0.12327444 ..., -0.24326884 -0.05157576
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[ 0.0662816 -0.03938348 -0.08755126 ..., 0.0387384 0.20672587
0.19675645]]
Progress: 2.6% ... Training loss: 0.333 ... Validation loss: 0.535[[ 0.25289777]
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[[ 0.05173752 -0.12794454 0.01866139 ..., -0.12559199 0.1585985
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[ 0.03874713 0.04975428 0.12246496 ..., -0.24334815 -0.05081399
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[ 0.06647817 -0.0395613 -0.08809162 ..., 0.03868131 0.20730183
0.19620727]]
Progress: 2.6% ... Training loss: 0.334 ... Validation loss: 0.538[[ 0.25201983]
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[[ 0.05149923 -0.1277342 0.01948856 ..., -0.12554012 0.1577895
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[ 0.03878421 0.04972249 0.1223572 ..., -0.24335777 -0.05070704
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[ 0.06598802 -0.03912573 -0.08661 ..., 0.03882125 0.20603086
0.19757398]]
Progress: 2.6% ... Training loss: 0.331 ... Validation loss: 0.530[[ 0.25844191]
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[ 0.03876572 0.0497384 0.12241147 ..., -0.24335253 -0.05075983
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Progress: 2.6% ... Training loss: 0.341 ... Validation loss: 0.537[[ 0.23541427]
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Progress: 2.6% ... Training loss: 0.377 ... Validation loss: 0.572[[ 2.65273046e-01]
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Progress: 2.6% ... Training loss: 0.363 ... Validation loss: 0.556[[ 0.24486961]
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Progress: 2.6% ... Training loss: 0.339 ... Validation loss: 0.530[[ 0.26345667]
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Progress: 2.6% ... Training loss: 0.354 ... Validation loss: 0.534[[ 0.24006601]
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Progress: 2.6% ... Training loss: 0.357 ... Validation loss: 0.547[[ 0.25847669]
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0.20084413]]
Progress: 2.6% ... Training loss: 0.337 ... Validation loss: 0.527[[ 0.24046839]
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Progress: 2.7% ... Training loss: 0.353 ... Validation loss: 0.543[[ 0.25590721]
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Progress: 2.7% ... Training loss: 0.329 ... Validation loss: 0.521[[ 2.62330263e-01]
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Progress: 2.7% ... Training loss: 0.342 ... Validation loss: 0.532[[ 0.2405013 ]
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Progress: 2.7% ... Training loss: 0.352 ... Validation loss: 0.540[[ 2.60619987e-01]
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Progress: 2.7% ... Training loss: 0.340 ... Validation loss: 0.532[[ 0.23487819]
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[ 0.06385054 -0.03744939 -0.08061239 ..., 0.03925536 0.20175775
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Progress: 2.7% ... Training loss: 0.379 ... Validation loss: 0.568[[ 0.26463571]
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[ 0.06445641 -0.03806492 -0.08263108 ..., 0.03904735 0.20366126
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Progress: 2.7% ... Training loss: 0.356 ... Validation loss: 0.553[[ 0.25178316]
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[ 0.06414747 -0.03780881 -0.08180596 ..., 0.03911957 0.2027892
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Progress: 2.7% ... Training loss: 0.326 ... Validation loss: 0.515[[ 0.25698392]
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[ 0.03818863 0.05014088 0.12372372 ..., -0.24326403 -0.05202945
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[ 0.06404924 -0.03772271 -0.08155671 ..., 0.03914359 0.20265357
0.20208329]]
Progress: 2.7% ... Training loss: 0.327 ... Validation loss: 0.519[[ 0.24789734]
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[[ 0.05060577 -0.1280411 0.02141567 ..., -0.12594768 0.15532438
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0.20243734]]
Progress: 2.7% ... Training loss: 0.331 ... Validation loss: 0.520[[ 0.26464053]
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[[ 0.05117461 -0.12854788 0.01981685 ..., -0.12611036 0.15673645
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[ 0.0382906 0.05004664 0.12341355 ..., -0.24329722 -0.05173547
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[ 0.06423277 -0.03791246 -0.08213051 ..., 0.03906048 0.20323078
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Progress: 2.7% ... Training loss: 0.344 ... Validation loss: 0.533[[ 0.25249921]
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[[ 0.05067687 -0.12813782 0.02140642 ..., -0.12598475 0.15547004
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[ 0.03819708 0.05012176 0.1236774 ..., -0.24327495 -0.05197287
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[ 0.06410308 -0.03780017 -0.08172512 ..., 0.0390997 0.20304188
0.20178277]]
Progress: 2.7% ... Training loss: 0.326 ... Validation loss: 0.513[[ 0.25899602]
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[[ 0.05070266 -0.128177 0.02146103 ..., -0.12599525 0.15543574
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Progress: 2.7% ... Training loss: 0.326 ... Validation loss: 0.516[[ 0.25602499]
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[[ 0.05074221 -0.12822846 0.02156046 ..., -0.12601415 0.15552471
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[ 0.03826012 0.05006756 0.12350361 ..., -0.24329169 -0.05179855
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[ 0.06441586 -0.03808669 -0.08268086 ..., 0.03900228 0.20397902
0.20081129]]
Progress: 2.7% ... Training loss: 0.324 ... Validation loss: 0.515[[ 0.25482206]
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[ 0.06499394 -0.03859344 -0.08436664 ..., 0.03884287 0.20569437
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Progress: 2.7% ... Training loss: 0.324 ... Validation loss: 0.513[[ 0.25838619]
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[[ 0.05137946 -0.12875021 0.02013731 ..., -0.12620827 0.15708792
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[ 0.06522766 -0.03879449 -0.0850676 ..., 0.03877684 0.20635588
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Progress: 2.8% ... Training loss: 0.325 ... Validation loss: 0.512[[ 0.25669074]
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[[ 0.0511624 -0.1285938 0.02074145 ..., -0.12615461 0.15660844
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[ 0.06520565 -0.03877022 -0.08499127 ..., 0.03877905 0.20632112
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Progress: 2.8% ... Training loss: 0.323 ... Validation loss: 0.512[[ 0.25181795]
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[ 0.03825726 0.0500651 0.12348827 ..., -0.24329103 -0.05179158
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[ 0.06527794 -0.03881914 -0.08517709 ..., 0.03876185 0.20652861
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Progress: 2.8% ... Training loss: 0.327 ... Validation loss: 0.519[[ 0.26080129]
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[[ 0.05095683 -0.12840496 0.02161373 ..., -0.12610204 0.15590465
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[ 0.03825726 0.0500651 0.12348827 ..., -0.24329103 -0.05179158
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[ 0.06488263 -0.038436 -0.08393239 ..., 0.038886 0.20554745
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Progress: 2.8% ... Training loss: 0.324 ... Validation loss: 0.519[[ 0.25662928]
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[ 0.03824379 0.05007277 0.12352298 ..., -0.24328794 -0.05182023
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[ 0.06494993 -0.03848067 -0.08414945 ..., 0.03886568 0.20580412
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Progress: 2.8% ... Training loss: 0.323 ... Validation loss: 0.512[[ 0.252545 ]
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[[ 0.05037891 -0.12788799 0.02344015 ..., -0.12595314 0.15411559
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[ 0.06501985 -0.0385404 -0.08433389 ..., 0.03884518 0.20604137
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Progress: 2.8% ... Training loss: 0.327 ... Validation loss: 0.515[[ 2.68537062e-01]
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[[ 0.0513013 -0.12870928 0.0209483 ..., -0.12622074 0.156592
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Progress: 2.8% ... Training loss: 0.342 ... Validation loss: 0.537[[ 0.25882701]
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[[ 0.05142352 -0.12883663 0.02072955 ..., -0.12625867 0.15677138
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Progress: 2.8% ... Training loss: 0.321 ... Validation loss: 0.511[[ 0.26486856]
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Progress: 2.8% ... Training loss: 0.326 ... Validation loss: 0.512[[ 0.26485873]
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[ 0.06480727 -0.03837898 -0.08374742 ..., 0.03889694 0.20573443
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Progress: 2.8% ... Training loss: 0.323 ... Validation loss: 0.508[[ 0.26454175]
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Progress: 2.8% ... Training loss: 0.321 ... Validation loss: 0.505[[ 0.26473214]
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[[ 0.0519947 -0.12944402 0.01946322 ..., -0.12645018 0.15793822
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Progress: 2.8% ... Training loss: 0.321 ... Validation loss: 0.501[[ 0.26656528]
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[ 0.03767737 0.05054326 0.12511133 ..., -0.24314716 -0.05335739
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[ 0.06477337 -0.03835278 -0.08363857 ..., 0.03891127 0.20596201
0.19999113]]
Progress: 2.8% ... Training loss: 0.321 ... Validation loss: 0.505[[ 0.26481024]
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[ 0.06507724 -0.03860563 -0.08442312 ..., 0.03882928 0.20689076
0.1992489 ]]
Progress: 2.8% ... Training loss: 0.320 ... Validation loss: 0.503[[ 0.26516324]
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[ 0.06513645 -0.03865867 -0.08460742 ..., 0.03881498 0.20708989
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Progress: 2.8% ... Training loss: 0.320 ... Validation loss: 0.502[[ 0.26071082]
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Progress: 2.9% ... Training loss: 0.328 ... Validation loss: 0.510[[ 0.27023228]
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Progress: 2.9% ... Training loss: 0.320 ... Validation loss: 0.502[[ 0.2586159 ]
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Progress: 2.9% ... Training loss: 0.336 ... Validation loss: 0.517[[ 0.26634231]
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Progress: 2.9% ... Training loss: 0.320 ... Validation loss: 0.499[[ 0.27797944]
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[ 0.03736835 0.05081223 0.12598226 ..., -0.2430602 -0.05412928
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Progress: 2.9% ... Training loss: 0.339 ... Validation loss: 0.510[[ 0.26741166]
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[ 0.06469118 -0.03820397 -0.08310597 ..., 0.03896825 0.20632045
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Progress: 2.9% ... Training loss: 0.320 ... Validation loss: 0.496[[ 0.26894217]
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[ 0.06498086 -0.03846421 -0.08385246 ..., 0.03888323 0.20706988
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Progress: 2.9% ... Training loss: 0.321 ... Validation loss: 0.494[[ 0.27554053]
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Progress: 2.9% ... Training loss: 0.327 ... Validation loss: 0.495[[ 0.26584349]
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Progress: 2.9% ... Training loss: 0.323 ... Validation loss: 0.500[[ 0.27594956]
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[ 0.03685859 0.05124333 0.12741702 ..., -0.24293675 -0.05544097
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Progress: 2.9% ... Training loss: 0.324 ... Validation loss: 0.495[[ 0.27439079]
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Progress: 2.9% ... Training loss: 0.320 ... Validation loss: 0.494[[ 0.2687623 ]
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Progress: 2.9% ... Training loss: 0.318 ... Validation loss: 0.496[[ 0.26881174]
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Progress: 2.9% ... Training loss: 0.317 ... Validation loss: 0.497[[ 0.26764004]
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Progress: 2.9% ... Training loss: 0.317 ... Validation loss: 0.498[[ 0.26914844]
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[ 0.03638459 0.05166186 0.12871965 ..., -0.24280064 -0.05668984
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Progress: 2.9% ... Training loss: 0.317 ... Validation loss: 0.497[[ 0.26152189]
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Progress: 3.0% ... Training loss: 0.327 ... Validation loss: 0.511[[ 0.27719648]
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Progress: 3.0% ... Training loss: 0.325 ... Validation loss: 0.507[[ 0.27401741]
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Progress: 3.0% ... Training loss: 0.319 ... Validation loss: 0.499[[ 0.27451763]
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[ 0.06342346 -0.03706096 -0.07942913 ..., 0.03933397 0.20374641
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Progress: 3.0% ... Training loss: 0.318 ... Validation loss: 0.503[[ 0.27728498]
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[ 0.03656301 0.05150463 0.12811823 ..., -0.24285581 -0.05606378
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[ 0.06340909 -0.03706229 -0.07941117 ..., 0.03934022 0.20379293
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Progress: 3.0% ... Training loss: 0.322 ... Validation loss: 0.504[[ 0.26321763]
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[ 0.06284205 -0.03656765 -0.07785594 ..., 0.03948894 0.2023123
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Progress: 3.0% ... Training loss: 0.327 ... Validation loss: 0.510[[ 0.27570692]
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[ 0.06283477 -0.03655689 -0.0777764 ..., 0.03948164 0.20225424
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Progress: 3.0% ... Training loss: 0.320 ... Validation loss: 0.505[[ 0.2607217 ]
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[[ 0.04959492 -0.12770709 0.02832963 ..., -0.1259915 0.15054715
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[ 0.06221324 -0.03600677 -0.07605635 ..., 0.03965069 0.20072169
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Progress: 3.0% ... Training loss: 0.334 ... Validation loss: 0.518[[ 0.27793885]
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[ 0.03626242 0.05175098 0.12886278 ..., -0.24277577 -0.05682367
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[ 0.06279789 -0.03656327 -0.07783412 ..., 0.03945428 0.20237389
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Progress: 3.0% ... Training loss: 0.325 ... Validation loss: 0.513[[ 0.26929016]
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[[ 0.05024946 -0.128372 0.02657998 ..., -0.12623756 0.15220333
-0.16492653]
[ 0.03608974 0.05190032 0.12936356 ..., -0.24273228 -0.05730875
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[ 0.06338466 -0.03706916 -0.07941749 ..., 0.03930901 0.20397625
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Progress: 3.0% ... Training loss: 0.315 ... Validation loss: 0.499[[ 0.27348722]
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[[ 0.05031991 -0.1284117 0.02658085 ..., -0.12625341 0.15250199
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Progress: 3.0% ... Training loss: 0.316 ... Validation loss: 0.501[[ 0.27290304]
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[[ 0.05028438 -0.1284014 0.02669953 ..., -0.12623873 0.15232656
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[ 0.06275894 -0.03649044 -0.07758397 ..., 0.03949809 0.20252171
0.20599423]]
Progress: 3.0% ... Training loss: 0.315 ... Validation loss: 0.500[[ 0.26306594]
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[[ 0.04939844 -0.12758104 0.02938423 ..., -0.12598556 0.15004487
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[ 0.06258991 -0.03631265 -0.07697178 ..., 0.03955199 0.20218197
0.2065401 ]]
Progress: 3.0% ... Training loss: 0.326 ... Validation loss: 0.507[[ 0.27688231]
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[[ 0.04988998 -0.12806401 0.0278868 ..., -0.12613416 0.15136248
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[ 0.03583806 0.05212107 0.13005291 ..., -0.24266235 -0.05800521
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[ 0.06316525 -0.03684282 -0.0786924 ..., 0.03938133 0.20382473
0.20495967]]
Progress: 3.0% ... Training loss: 0.319 ... Validation loss: 0.507[[ 0.26691308]
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[ 0.06296252 -0.03666516 -0.0781209 ..., 0.03943385 0.20339241
0.20545202]]
Progress: 3.0% ... Training loss: 0.320 ... Validation loss: 0.500[[ 0.28142536]
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[[ 0.04964008 -0.12791222 0.02877659 ..., -0.12612038 0.15058752
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Progress: 3.1% ... Training loss: 0.325 ... Validation loss: 0.517[[ 0.27453048]
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[ 0.06353229 -0.03720086 -0.07967947 ..., 0.03926259 0.20501712
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Progress: 3.1% ... Training loss: 0.315 ... Validation loss: 0.502[[ 0.26624738]
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[[ 0.0487331 -0.12714762 0.03173568 ..., -0.12587792 0.14811631
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0.20405526]]
Progress: 3.1% ... Training loss: 0.324 ... Validation loss: 0.504[[ 0.2888665 ]
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[ 0.06390734 -0.03755748 -0.08080636 ..., 0.03913737 0.20631619
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Progress: 3.1% ... Training loss: 0.347 ... Validation loss: 0.534[[ 0.27166305]
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[[ 0.04860743 -0.12732801 0.03168861 ..., -0.12599897 0.14805586
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[ 0.06359278 -0.03729555 -0.0799394 ..., 0.03920004 0.20552658
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Progress: 3.1% ... Training loss: 0.319 ... Validation loss: 0.494[[ 0.28382338]
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Progress: 3.1% ... Training loss: 0.319 ... Validation loss: 0.498[[ 0.27230961]
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[ 0.06376811 -0.03748128 -0.08046324 ..., 0.03914013 0.20621837
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Progress: 3.1% ... Training loss: 0.321 ... Validation loss: 0.495[[ 0.28917221]
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[ 0.0639839 -0.03767783 -0.08114947 ..., 0.03907631 0.2069231
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Progress: 3.1% ... Training loss: 0.328 ... Validation loss: 0.509[[ 0.27127025]
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[ 0.0634196 -0.03721451 -0.07962345 ..., 0.03921103 0.20555424
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Progress: 3.1% ... Training loss: 0.325 ... Validation loss: 0.494[[ 0.28319351]
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[[ 0.04873287 -0.12764013 0.03120448 ..., -0.12614131 0.14874216
-0.16154329]
[ 0.03563188 0.05222978 0.13043933 ..., -0.24265064 -0.05838859
0.13500603]
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-0.23074264]
[ 0.06373746 -0.03752772 -0.08056955 ..., 0.03910461 0.20646866
0.20304919]]
Progress: 3.1% ... Training loss: 0.314 ... Validation loss: 0.493[[ 0.2863538 ]
[-0.23174514]
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[-0.78727814]
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[ 1.03194577]
[ 0.4024151 ]
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[[ 0.04919605 -0.12805695 0.02996044 ..., -0.12626957 0.14989027
-0.1627773 ]
[ 0.03569518 0.05216842 0.13021594 ..., -0.24266694 -0.05816905
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[ 0.06387424 -0.037642 -0.08097079 ..., 0.0390714 0.20690577
0.20276442]]
Progress: 3.1% ... Training loss: 0.318 ... Validation loss: 0.496[[ 0.28024206]
[-0.23788529]
[-0.77873827]
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[ 1.02830568]
[ 0.39563044]
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[[ 0.04876515 -0.12771655 0.03114152 ..., -0.1261778 0.14885556
-0.16192588]
[ 0.03542127 0.0523953 0.13093217 ..., -0.24260343 -0.05884222
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-0.23071073]
[ 0.06437266 -0.03805888 -0.08232514 ..., 0.03894264 0.20835556
0.20147162]]
Progress: 3.1% ... Training loss: 0.312 ... Validation loss: 0.487[[ 0.28183263]
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[-0.77752178]
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[ 1.02844423]
[ 0.39690025]
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[[ 0.04826729 -0.12729023 0.0326442 ..., -0.12603824 0.14750967
-0.16059543]
[ 0.03547616 0.05234964 0.13078118 ..., -0.24261798 -0.05869698
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-0.23079507]
[ 0.06435163 -0.0380426 -0.08227172 ..., 0.03895354 0.20841557
0.20148414]]
Progress: 3.1% ... Training loss: 0.312 ... Validation loss: 0.488[[ 0.27949688]
[-0.23875995]
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[ 1.02553322]
[ 0.39361695]
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[[ 0.04792988 -0.12699523 0.03356939 ..., -0.12594991 0.1464697
-0.15972839]
[ 0.03535654 0.05244751 0.13104467 ..., -0.24258627 -0.05899586
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-0.23109691]
[ 0.06389337 -0.03763911 -0.08101439 ..., 0.03907178 0.20720919
0.20264424]]
Progress: 3.1% ... Training loss: 0.312 ... Validation loss: 0.490[[ 0.28837949]
[-0.23140646]
[-0.77275691]
[-0.78592169]
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[ 1.03166334]
[ 0.39956612]
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[[ 0.04800638 -0.12708102 0.03334438 ..., -0.12597163 0.14667176
-0.16003192]
[ 0.03547029 0.05234912 0.130727 ..., -0.24261696 -0.0587015
0.13539702]
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-0.23108417]
[ 0.06432351 -0.03800639 -0.08215403 ..., 0.03895436 0.2083631
0.20156994]]
Progress: 3.1% ... Training loss: 0.319 ... Validation loss: 0.506[[ 0.27524386]
[-0.24435166]
[-0.78345115]
[-0.7979832 ]
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[ 1.02159837]
[ 0.38750403]
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[[ 0.04767144 -0.12682292 0.0342802 ..., -0.12588992 0.14585388
-0.15923333]
[ 0.03526762 0.05250936 0.13125272 ..., -0.24256831 -0.05918593
0.13581959]
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-0.23099959]
[ 0.06366119 -0.0374436 -0.08041939 ..., 0.03912637 0.20685765
0.20325209]]
Progress: 3.2% ... Training loss: 0.322 ... Validation loss: 0.500[[ 0.27405029]
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[ 1.02114526]
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[[ 4.75824133e-02 -1.26758462e-01 3.45619521e-02 ..., -1.25861147e-01
1.45537275e-01 -1.59041187e-01]
[ 3.53045913e-02 5.24743189e-02 1.31149773e-01 ..., -2.42579079e-01
-5.90821549e-02 1.35718134e-01]
[ 5.49904199e-03 -5.88218957e-03 -1.60057102e-01 ..., 1.62687918e-01
8.75058249e-02 1.42817580e-01]
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[ -2.77297984e-01 -2.20148985e-01 -4.61895928e-02 ..., -1.15165449e-01
-2.75658790e-05 -2.31546796e-01]
[ 6.38551671e-02 -3.76203803e-02 -8.10033050e-02 ..., 3.90697415e-02
2.07418691e-01 2.02729372e-01]]
Progress: 3.2% ... Training loss: 0.327 ... Validation loss: 0.503[[ 0.288644 ]
[-0.23293587]
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[[ 0.04862161 -0.12771035 0.03175125 ..., -0.12618069 0.14826382
-0.16178286]
[ 0.03529111 0.05248652 0.13118703 ..., -0.2425748 -0.05910772
0.13575478]
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[ 0.06386265 -0.03761244 -0.08096815 ..., 0.03906625 0.20746703
0.20272514]]
Progress: 3.2% ... Training loss: 0.319 ... Validation loss: 0.506[[ 0.27367672]
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[[ 0.04787282 -0.12707538 0.03380946 ..., -0.12598729 0.14627512
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[ 0.03517084 0.0525844 0.13151554 ..., -0.24254611 -0.05941434
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[ 0.06352126 -0.037324 -0.08002483 ..., 0.03915684 0.20655155
0.20361503]]
Progress: 3.2% ... Training loss: 0.325 ... Validation loss: 0.503[[ 0.29366418]
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[[ 0.04949755 -0.12851657 0.02932727 ..., -0.12647545 0.15017151
-0.16400749]
[ 0.0354304 0.05234291 0.13074764 ..., -0.24262839 -0.05868969
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[ 0.06349307 -0.03729744 -0.07992656 ..., 0.0391677 0.20647026
0.20368394]]
Progress: 3.2% ... Training loss: 0.340 ... Validation loss: 0.526[[ 0.27075156]
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[ 1.02458291]
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[[ 0.04805782 -0.12738553 0.03316283 ..., -0.12614468 0.14651071
-0.16038544]
[ 0.03551692 0.05227943 0.13051033 ..., -0.24264928 -0.0584735
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[ 0.00605689 -0.00665484 -0.1621871 ..., 0.16235891 0.08879019
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-0.23335335]
[ 0.06277183 -0.03673096 -0.07801542 ..., 0.0393414 0.20468387
0.20549885]]
Progress: 3.2% ... Training loss: 0.335 ... Validation loss: 0.510[[ 0.29387366]
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[[ 0.04900233 -0.12829294 0.03039571 ..., -0.12645739 0.14901334
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[ 0.03552751 0.05226999 0.1304836 ..., -0.24265272 -0.05844036
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-0.23416759]
[ 0.06328961 -0.03722386 -0.07954943 ..., 0.03917721 0.20618162
0.20403123]]
Progress: 3.2% ... Training loss: 0.331 ... Validation loss: 0.522[[ 0.2802087 ]
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[[ 4.82412499e-02 -1.27708146e-01 3.24988440e-02 ..., -1.26299658e-01
1.47131137e-01 -1.61094794e-01]
[ 3.55747090e-02 5.22341282e-02 1.30364747e-01 ..., -2.42662653e-01
-5.83253738e-02 1.35011558e-01]
[ 5.98368228e-03 -6.49998407e-03 -1.61690346e-01 ..., 1.62430805e-01
8.85184734e-02 1.41696188e-01]
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[ -1.94220754e-01 -1.77384136e-01 -1.12419902e-01 ..., 1.10309558e-01
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[ -2.77241600e-01 -2.20370763e-01 -4.65359346e-02 ..., -1.15289682e-01
7.43036198e-05 -2.31981432e-01]
[ 6.32169232e-02 -3.71617406e-02 -7.93418299e-02 ..., 3.91945445e-02
2.06191865e-01 2.04214970e-01]]
Progress: 3.2% ... Training loss: 0.314 ... Validation loss: 0.488[[ 0.29549801]
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[[ 0.04884401 -0.12822601 0.03093013 ..., -0.12647574 0.14875102
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[ 0.03554402 0.05225916 0.13044525 ..., -0.24265312 -0.05840867
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[ 0.06351316 -0.03742342 -0.08019535 ..., 0.03910485 0.20701825
0.20343314]]
Progress: 3.2% ... Training loss: 0.325 ... Validation loss: 0.508[[ 0.27842259]
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[ 1.03168323]
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[[ 4.71079587e-02 -1.26798826e-01 3.55919556e-02 ..., -1.26072014e-01
1.44288829e-01 -1.58142464e-01]
[ 3.55053741e-02 5.22898838e-02 1.30546039e-01 ..., -2.42644492e-01
-5.85114776e-02 1.35187382e-01]
[ 5.98357563e-03 -6.46075736e-03 -1.61493297e-01 ..., 1.62470303e-01
8.86018091e-02 1.42115793e-01]
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[ -1.94344331e-01 -1.77313395e-01 -1.12038263e-01 ..., 1.10321983e-01
-4.82622459e-02 -1.59196912e-02]
[ -2.77377488e-01 -2.20271113e-01 -4.62262687e-02 ..., -1.15273249e-01
-2.14007634e-04 -2.31699900e-01]
[ 6.29832025e-02 -3.69866896e-02 -7.87647968e-02 ..., 3.92264189e-02
2.05675352e-01 2.04746280e-01]]
Progress: 3.2% ... Training loss: 0.323 ... Validation loss: 0.494[[ 0.29480585]
[-0.23785391]
[-0.77792626]
[-0.79467833]
[-0.23465721]
[ 1.04687815]
[ 0.40735081]
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[[ 4.83922222e-02 -1.27972915e-01 3.21538492e-02 ..., -1.26449825e-01
1.47626781e-01 -1.61603666e-01]
[ 3.53272353e-02 5.24522113e-02 1.31057186e-01 ..., -2.42593375e-01
-5.89755662e-02 1.35568171e-01]
[ 7.00528139e-03 -7.38795570e-03 -1.64080909e-01 ..., 1.62162131e-01
9.07181181e-02 1.39596314e-01]
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[ -1.94042635e-01 -1.77594609e-01 -1.12843216e-01 ..., 1.10234873e-01
-4.75015261e-02 -1.66582659e-02]
[ -2.77352617e-01 -2.20297284e-01 -4.62856291e-02 ..., -1.15281465e-01
-1.44090563e-04 -2.31701361e-01]
[ 6.28905315e-02 -3.68913177e-02 -7.84526923e-02 ..., 3.92508077e-02
2.05500648e-01 2.05001308e-01]]
Progress: 3.2% ... Training loss: 0.318 ... Validation loss: 0.493[[ 0.27513613]
[-0.25561599]
[-0.79165891]
[-0.81071872]
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[ 1.03075385]
[ 0.3888364 ]
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[[ 0.04737131 -0.12709784 0.03497686 ..., -0.12619011 0.14519594
-0.15895653]
[ 0.03497505 0.05273484 0.13196582 ..., -0.24251112 -0.05987644
0.13637423]
[ 0.00712339 -0.0075043 -0.16456664 ..., 0.16213767 0.09105179
0.13980351]
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[-0.19448635 -0.17723573 -0.11170088 ..., 0.11033212 -0.04859793
-0.01567091]
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-0.23060443]
[ 0.06205797 -0.03615656 -0.07614413 ..., 0.03945057 0.20350958
0.20714179]]
Progress: 3.2% ... Training loss: 0.337 ... Validation loss: 0.507[[ 0.29986656]
[-0.23275663]
[-0.7717263 ]
[-0.79216763]
[-0.23378979]
[ 1.05248752]
[ 0.4126121 ]
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[-0.72413223]]
[[ 0.04868751 -0.12831216 0.03146018 ..., -0.12661252 0.14855431
-0.16243651]
[ 0.0351087 0.05260721 0.13157076 ..., -0.24255072 -0.05951926
0.13600242]
[ 0.00961985 -0.0099659 -0.17165235 ..., 0.16130405 0.09765794
0.133055 ]
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[-0.19408699 -0.17760749 -0.11283138 ..., 0.110207 -0.04755461
-0.01674483]
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-0.23129685]
[ 0.06298307 -0.03703664 -0.07874875 ..., 0.03914135 0.20610297
0.20453521]]
Progress: 3.2% ... Training loss: 0.343 ... Validation loss: 0.510[[ 0.27489622]
[-0.25336988]
[-0.78993722]
[-0.81257373]
[-0.25192237]
[ 1.03215861]
[ 0.39220525]
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[[ 0.04699717 -0.12694449 0.03589789 ..., -0.12623759 0.14415589
-0.15822702]
[ 0.03522473 0.05251674 0.13127195 ..., -0.24257477 -0.05923324
0.13572531]
[ 0.00787664 -0.00865853 -0.167388 ..., 0.16165904 0.09317753
0.13731529]
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[-0.19495638 -0.17693259 -0.11065409 ..., 0.11038415 -0.04977703
-0.01468933]
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-0.2301154 ]
[ 0.0628802 -0.03695153 -0.07851204 ..., 0.0391615 0.20585253
0.20474738]]
Progress: 3.2% ... Training loss: 0.331 ... Validation loss: 0.499[[ 0.28456311]
[-0.24330145]
[-0.78170807]
[-0.80205937]
[-0.24141476]
[ 1.03963167]
[ 0.40039599]
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[ 0.77582593]
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[[ 0.04733032 -0.12727855 0.03495429 ..., -0.12633439 0.14514803
-0.15913213]
[ 0.03538417 0.05236973 0.13082846 ..., -0.24262206 -0.05879316
0.13531379]
[ 0.00622293 -0.00716576 -0.16266921 ..., 0.16214991 0.08874728
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[-0.19496428 -0.17692462 -0.11061684 ..., 0.11039063 -0.04981507
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-0.2313337 ]
[ 0.06320626 -0.03726739 -0.07948327 ..., 0.03906262 0.20670688
0.20384463]]
Progress: 3.2% ... Training loss: 0.309 ... Validation loss: 0.483[[ 0.28626193]
[-0.24250333]
[-0.78141924]
[-0.79997315]
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[ 1.03995374]
[ 0.40077489]
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[[ 0.04726215 -0.12723407 0.0353095 ..., -0.12631361 0.14493362
-0.15906393]
[ 0.03541584 0.05234191 0.1307396 ..., -0.24263082 -0.05870449
0.13524708]
[ 0.00472948 -0.00588674 -0.15844209 ..., 0.16255604 0.08468211
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[-0.19485329 -0.17702246 -0.1108961 ..., 0.11035734 -0.04960759
-0.01493448]
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-0.23138057]
[ 0.06283623 -0.03693946 -0.07846251 ..., 0.03917052 0.20589707
0.20480384]]
Progress: 3.3% ... Training loss: 0.310 ... Validation loss: 0.489[[ 0.28706174]
[-0.24087208]
[-0.77979509]
[-0.79943177]
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[ 1.04309428]
[ 0.40396114]
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[[ 0.04759458 -0.12747912 0.03450933 ..., -0.12640378 0.14565175
-0.15955899]
[ 0.03542233 0.05233664 0.13072186 ..., -0.2426324 -0.05868818
0.1352304 ]
[ 0.00496079 -0.00610642 -0.15896505 ..., 0.16250265 0.0851129
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-0.23179252]
[ 0.06276829 -0.03687831 -0.07822785 ..., 0.03919625 0.20577964
0.20499192]]
Progress: 3.3% ... Training loss: 0.309 ... Validation loss: 0.486[[ 0.27767303]
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[ 1.03735386]
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[[ 0.04747629 -0.12735247 0.03487927 ..., -0.12637495 0.14512031
-0.15915411]
[ 0.03549946 0.0522726 0.13051609 ..., -0.24265264 -0.05849233
0.13505079]
[ 0.00426572 -0.00554839 -0.15733274 ..., 0.16266442 0.08340956
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-0.23134718]
[ 0.06270005 -0.03678945 -0.07805296 ..., 0.03922269 0.2057108
0.20529053]]
Progress: 3.3% ... Training loss: 0.317 ... Validation loss: 0.487[[ 0.28346901]
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[[ 4.75093822e-02 -1.27423531e-01 3.47277687e-02 ..., -1.26392590e-01
1.45331328e-01 -1.59204183e-01]
[ 3.55473489e-02 5.22315762e-02 1.30378326e-01 ..., -2.42665608e-01
-5.83550657e-02 1.34923644e-01]
[ 3.83938777e-03 -5.22794882e-03 -1.56334568e-01 ..., 1.62779670e-01
8.23976665e-02 1.47786960e-01]
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[ -2.77220608e-01 -2.20520097e-01 -4.68263724e-02 ..., -1.15411518e-01
2.11950685e-04 -2.32165687e-01]
[ 6.25853980e-02 -3.66927851e-02 -7.77413125e-02 ..., 3.92640005e-02
2.05605760e-01 2.05654893e-01]]
Progress: 3.3% ... Training loss: 0.309 ... Validation loss: 0.483[[ 0.28325073]
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[[ 4.72323761e-02 -1.27187547e-01 3.55484779e-02 ..., -1.26321215e-01
1.44570946e-01 -1.58546920e-01]
[ 3.55765044e-02 5.22050739e-02 1.30297224e-01 ..., -2.42673568e-01
-5.82786501e-02 1.34845701e-01]
[ 3.57049059e-03 -5.03622022e-03 -1.55655614e-01 ..., 1.62840794e-01
8.16479038e-02 1.48385404e-01]
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[ -2.77269500e-01 -2.20479029e-01 -4.66916785e-02 ..., -1.15397622e-01
7.24149591e-05 -2.32073368e-01]
[ 6.25275471e-02 -3.66271553e-02 -7.75651952e-02 ..., 3.92810608e-02
2.05454493e-01 2.05775518e-01]]
Progress: 3.3% ... Training loss: 0.310 ... Validation loss: 0.484[[ 0.2882134 ]
[-0.24176591]
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[[ 4.71246836e-02 -1.27090297e-01 3.59505269e-02 ..., -1.26276715e-01
1.44223581e-01 -1.58207874e-01]
[ 3.57512399e-02 5.20426382e-02 1.29782259e-01 ..., -2.42728114e-01
-5.77672114e-02 1.34369859e-01]
[ 4.25904410e-03 -5.70579540e-03 -1.57685979e-01 ..., 1.62645932e-01
8.34404242e-02 1.46479597e-01]
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[ -2.77193512e-01 -2.20545161e-01 -4.69071349e-02 ..., -1.15412873e-01
1.59282930e-04 -2.32335640e-01]
[ 6.29647406e-02 -3.70221515e-02 -7.87868739e-02 ..., 3.91500722e-02
2.06719061e-01 2.04614774e-01]]
Progress: 3.3% ... Training loss: 0.309 ... Validation loss: 0.486[[ 0.28523603]
[-0.24580387]
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[[ 4.68057806e-02 -1.26843968e-01 3.69632004e-02 ..., -1.26206568e-01
1.43408931e-01 -1.57524065e-01]
[ 3.57645298e-02 5.20315614e-02 1.29742057e-01 ..., -2.42731857e-01
-5.77282395e-02 1.34339951e-01]
[ 4.19302157e-03 -5.66635250e-03 -1.57427874e-01 ..., 1.62663728e-01
8.31841109e-02 1.46699743e-01]
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[ -2.77251022e-01 -2.20497174e-01 -4.67636212e-02 ..., -1.15400117e-01
1.20347903e-05 -2.32190383e-01]
[ 6.29443579e-02 -3.69993591e-02 -7.87173158e-02 ..., 3.91643873e-02
2.06692827e-01 2.04711305e-01]]
Progress: 3.3% ... Training loss: 0.308 ... Validation loss: 0.482[[ 0.29276625]
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[[ 0.04760863 -0.12754471 0.03485548 ..., -0.12641375 0.14549615
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[ 0.03580722 0.05198841 0.1295891 ..., -0.24274614 -0.05758996
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[ 0.00567573 -0.00699785 -0.16143611 ..., 0.16226386 0.08731898
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[-0.1952639 -0.17669719 -0.10969395 ..., 0.11045199 -0.05081721
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[ 0.06342453 -0.03743625 -0.08008152 ..., 0.03902477 0.20808583
0.20341414]]
Progress: 3.3% ... Training loss: 0.315 ... Validation loss: 0.485[[ 0.27972507]
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-0.15758928]
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0.20364569]]
Progress: 3.3% ... Training loss: 0.317 ... Validation loss: 0.485[[ 0.29165126]
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[[ 0.0474373 -0.12750217 0.03525559 ..., -0.12640702 0.14497233
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[ 0.06372772 -0.03773817 -0.08093884 ..., 0.03890718 0.20894413
0.2024823 ]]
Progress: 3.3% ... Training loss: 0.311 ... Validation loss: 0.484[[ 0.28060512]
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[[ 0.04655228 -0.12674847 0.0376161 ..., -0.126179 0.14265057
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[ 0.03549719 0.05223552 0.13043246 ..., -0.24266762 -0.05843984
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[ 0.0635344 -0.03755447 -0.0803791 ..., 0.03896214 0.20854201
0.20306014]]
Progress: 3.3% ... Training loss: 0.316 ... Validation loss: 0.488[[ 0.3024906 ]
[-0.23243703]
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[ 0.06340509 -0.03741029 -0.07991761 ..., 0.03900969 0.20840071
0.20340748]]
Progress: 3.3% ... Training loss: 0.352 ... Validation loss: 0.521[[ 0.29123591]
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[[ 0.04811758 -0.12816392 0.03348421 ..., -0.12662732 0.14677656
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[ 0.03529735 0.05237602 0.13094044 ..., -0.24263453 -0.05894802
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[ 0.06284245 -0.03696682 -0.07841027 ..., 0.03913482 0.20718361
0.20474329]]
Progress: 3.3% ... Training loss: 0.314 ... Validation loss: 0.478[[ 0.28587571]
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[ 0.06289571 -0.03701033 -0.07854795 ..., 0.03912181 0.2072996
0.20458922]]
Progress: 3.3% ... Training loss: 0.309 ... Validation loss: 0.473[[ 0.29815386]
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[ 0.06326698 -0.03735746 -0.07962789 ..., 0.03902353 0.20833176
0.20360995]]
Progress: 3.3% ... Training loss: 0.334 ... Validation loss: 0.494[[ 0.27779584]
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[[ 0.04638249 -0.12676369 0.0381692 ..., -0.12623825 0.14227279
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[ 0.06306484 -0.0371916 -0.07906779 ..., 0.03907103 0.20789887
0.20412212]]
Progress: 3.4% ... Training loss: 0.324 ... Validation loss: 0.497[[ 0.28773874]
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[[ 0.04707929 -0.12737964 0.03632686 ..., -0.12642881 0.14401089
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[ 0.06309089 -0.03721025 -0.07917384 ..., 0.03906295 0.20806518
0.20410607]]
Progress: 3.4% ... Training loss: 0.309 ... Validation loss: 0.477[[ 0.28869279]
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[ 0.03529129 0.05237391 0.13093602 ..., -0.24263603 -0.05893104
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0.20507979]]
Progress: 3.4% ... Training loss: 0.309 ... Validation loss: 0.474[[ 0.28118357]
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[ 0.06270527 -0.03687948 -0.07820008 ..., 0.03915572 0.20750722
0.20507081]]
Progress: 3.4% ... Training loss: 0.314 ... Validation loss: 0.487[[ 0.29113617]
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[ 0.063071 -0.037208 -0.07921263 ..., 0.03905316 0.20842508
0.20410242]]
Progress: 3.4% ... Training loss: 0.310 ... Validation loss: 0.477[[ 0.28399944]
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[ 0.03551019 0.05219353 0.13026813 ..., -0.24268458 -0.05833782
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0.20459961]]
Progress: 3.4% ... Training loss: 0.310 ... Validation loss: 0.483[[ 0.28597804]
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[ 0.06273126 -0.03690986 -0.0782172 ..., 0.03914477 0.20762048
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Progress: 3.4% ... Training loss: 0.308 ... Validation loss: 0.484[[ 0.29789763]
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[[ 0.04682474 -0.12724241 0.03740105 ..., -0.12638945 0.14329199
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0.20370287]]
Progress: 3.4% ... Training loss: 0.326 ... Validation loss: 0.493[[ 0.29205754]
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[[ 0.0465757 -0.12705189 0.0380617 ..., -0.1263427 0.14242497
-0.15733334]
[ 0.03519587 0.05246229 0.13112936 ..., -0.24260789 -0.05917512
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[ 0.00366114 -0.00584923 -0.15639289 ..., 0.16258103 0.08184591
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[ 0.06294492 -0.0370897 -0.07881418 ..., 0.0390849 0.20828929
0.20439247]]
Progress: 3.4% ... Training loss: 0.309 ... Validation loss: 0.482[[ 0.28984455]
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[-0.78547063]
[-0.80507528]
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[ 1.04715178]
[ 0.40324497]
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[[ 0.0459659 -0.1265342 0.03974663 ..., -0.12618134 0.14085805
-0.15572636]
[ 0.03518534 0.05247055 0.13115739 ..., -0.24260546 -0.05920102
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[ 0.0635782 -0.03762097 -0.08054576 ..., 0.03892889 0.2099763
0.20281188]]
Progress: 3.4% ... Training loss: 0.308 ... Validation loss: 0.484[[ 0.29829776]
[-0.23701152]
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[ 1.05414683]
[ 0.41057211]
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[[ 0.04677913 -0.12722651 0.03767667 ..., -0.12639338 0.14279742
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[ 0.03515423 0.05250244 0.13125047 ..., -0.24259955 -0.05928849
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[ 0.06398457 -0.03796917 -0.08158468 ..., 0.03881963 0.21110933
0.20175634]]
Progress: 3.4% ... Training loss: 0.323 ... Validation loss: 0.497[[ 0.2982417 ]
[-0.23904538]
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[ 0.03510378 0.05254259 0.13137982 ..., -0.24258782 -0.05941625
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-0.23289232]
[ 0.06481282 -0.03864432 -0.08369965 ..., 0.03862503 0.21325937
0.19964185]]
Progress: 3.4% ... Training loss: 0.318 ... Validation loss: 0.487[[ 0.2895681 ]
[-0.24655061]
[-0.78958491]
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[ 1.04934018]
[ 0.4032124 ]
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[[ 0.04672015 -0.12721676 0.03798962 ..., -0.12639082 0.14238751
-0.15771881]
[ 0.03511299 0.05253653 0.13135395 ..., -0.24259019 -0.0593908
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-0.23300448]
[ 0.06425557 -0.0381759 -0.08224114 ..., 0.03875722 0.21197468
0.20108616]]
Progress: 3.4% ... Training loss: 0.307 ... Validation loss: 0.479[[ 0.30126893]
[-0.23701161]
[-0.78159482]
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[ 1.06142856]
[ 0.41384202]
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[[ 0.04819171 -0.12849712 0.03414327 ..., -0.12679649 0.14606453
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[ 0.06464705 -0.03851241 -0.08328569 ..., 0.03865184 0.21298967
0.20009601]]
Progress: 3.4% ... Training loss: 0.327 ... Validation loss: 0.492[[ 0.28846424]
[-0.25058702]
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[ 0.40385814]
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[[ 4.79826282e-02 -1.28337075e-01 3.47088448e-02 ..., -1.26742689e-01
1.45534529e-01 -1.60757972e-01]
[ 3.52799212e-02 5.23994160e-02 1.30917133e-01 ..., -2.42630464e-01
-5.89508398e-02 1.35455803e-01]
[ 4.12404959e-03 -6.37145195e-03 -1.57304294e-01 ..., 1.62396676e-01
8.29855264e-02 1.46437393e-01]
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[ 6.39840302e-02 -3.79631700e-02 -8.14939753e-02 ..., 3.88069039e-02
2.11387615e-01 2.01787692e-01]]
Progress: 3.4% ... Training loss: 0.307 ... Validation loss: 0.476[[ 0.3011088 ]
[-0.24035489]
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[ 0.06436576 -0.03828915 -0.08251514 ..., 0.03870626 0.21251803
0.20081845]]
Progress: 3.5% ... Training loss: 0.325 ... Validation loss: 0.489[[ 0.28016244]
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[[ 0.04752387 -0.12800341 0.03590858 ..., -0.12666777 0.14414233
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[ 0.03518842 0.0524679 0.13115228 ..., -0.2426121 -0.05918898
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[ 0.06385118 -0.03785967 -0.08114234 ..., 0.03882971 0.21134696
0.20209255]]
Progress: 3.5% ... Training loss: 0.330 ... Validation loss: 0.502[[ 0.29386825]
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[[ 0.04844264 -0.12886486 0.03344245 ..., -0.12696076 0.1466365
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[ 0.03522599 0.05243365 0.13104453 ..., -0.24262387 -0.05908811
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[ 0.06423271 -0.03820605 -0.08216651 ..., 0.03871613 0.21241553
0.20111112]]
Progress: 3.5% ... Training loss: 0.310 ... Validation loss: 0.483[[ 0.28395443]
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[[ 0.04739339 -0.12797114 0.03627294 ..., -0.12670002 0.14380669
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[ 0.06438121 -0.03833486 -0.08256873 ..., 0.0386829 0.2128705
0.20068818]]
Progress: 3.5% ... Training loss: 0.314 ... Validation loss: 0.487[[ 0.29942974]
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[[ 0.04848382 -0.12895 0.03334881 ..., -0.12701676 0.14680029
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[ 0.03501111 0.05262357 0.13158558 ..., -0.24257193 -0.05957163
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-0.23160441]
[ 0.06485972 -0.03874436 -0.08387848 ..., 0.03855555 0.21415507
0.19951058]]
Progress: 3.5% ... Training loss: 0.323 ... Validation loss: 0.499[[ 0.28459123]
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[[ 0.04719207 -0.12793871 0.03662988 ..., -0.12674034 0.14354736
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[ 0.03494564 0.05267548 0.13175149 ..., -0.2425566 -0.05974984
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-0.23023437]
[ 0.06467428 -0.03859112 -0.08336585 ..., 0.03859276 0.21369451
0.19989918]]
Progress: 3.5% ... Training loss: 0.316 ... Validation loss: 0.487[[ 0.30271713]
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[[ 0.04851667 -0.12913248 0.03300264 ..., -0.12712406 0.14708009
-0.16234517]
[ 0.03482721 0.05278273 0.13208387 ..., -0.24252177 -0.06005983
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[ 0.06494112 -0.0388267 -0.08411007 ..., 0.03851871 0.21452063
0.19922996]]
Progress: 3.5% ... Training loss: 0.328 ... Validation loss: 0.498[[ 0.28157342]
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[[ 0.04679676 -0.12773583 0.03747111 ..., -0.12675668 0.14258183
-0.15822251]
[ 0.03491471 0.05271953 0.13184538 ..., -0.24253896 -0.05984765
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[ 0.06464928 -0.03857713 -0.08331653 ..., 0.03858596 0.21383989
0.1999869 ]]
Progress: 3.5% ... Training loss: 0.329 ... Validation loss: 0.501[[ 0.30186927]
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[[ 0.04792954 -0.12881107 0.03428244 ..., -0.12710705 0.14556673
-0.16125046]
[ 0.03513032 0.05252059 0.13124395 ..., -0.24260413 -0.05926753
0.13574788]
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-0.23155007]
[ 0.06487678 -0.03878881 -0.08397889 ..., 0.03851571 0.21446323
0.19933215]]
Progress: 3.5% ... Training loss: 0.320 ... Validation loss: 0.486[[ 0.28844864]
[-0.25200641]
[-0.79207076]
[-0.81382683]
[-0.24492797]
[ 1.05024731]
[ 0.4025359 ]
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[[ 0.04718888 -0.12820406 0.03624784 ..., -0.12693964 0.14353305
-0.15936247]
[ 0.03523865 0.05243531 0.13098595 ..., -0.24262898 -0.05898839
0.13549408]
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[ 0.06439387 -0.03840359 -0.08274328 ..., 0.03863116 0.21329478
0.20055131]]
Progress: 3.5% ... Training loss: 0.310 ... Validation loss: 0.484[[ 0.28772652]
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[ 0.40169025]
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[[ 4.70540319e-02 -1.28076814e-01 3.66651450e-02 ..., -1.26904891e-01
1.43116791e-01 -1.58940596e-01]
[ 3.51788281e-02 5.24866457e-02 1.31149105e-01 ..., -2.42612077e-01
-5.91253081e-02 1.35649215e-01]
[ -3.26301216e-05 -3.16287251e-03 -1.46408216e-01 ..., 1.63275373e-01
7.19456394e-02 1.57920055e-01]
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[ -2.77537296e-01 -2.20440032e-01 -4.59426385e-02 ..., -1.15467720e-01
-1.36597734e-03 -2.31502158e-01]
[ 6.42275082e-02 -3.82436033e-02 -8.22818743e-02 ..., 3.86806885e-02
2.12934586e-01 2.00986027e-01]]
Progress: 3.5% ... Training loss: 0.312 ... Validation loss: 0.487[[ 0.2995454 ]
[-0.2417303 ]
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[ 1.06217146]
[ 0.41261528]
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[[ 0.04817913 -0.1290959 0.03380294 ..., -0.12725469 0.146191
-0.16182059]
[ 0.03518607 0.05247857 0.13112535 ..., -0.24261437 -0.05910054
0.13562985]
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[ 0.06481518 -0.03878771 -0.0839333 ..., 0.03849948 0.21469495
0.19938682]]
Progress: 3.5% ... Training loss: 0.315 ... Validation loss: 0.485[[ 0.2807036 ]
[-0.26057941]
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[[ 4.72338495e-02 -1.28298268e-01 3.63240578e-02 ..., -1.27015018e-01
1.43676308e-01 -1.59316857e-01]
[ 3.52039442e-02 5.24642535e-02 1.31075670e-01 ..., -2.42618378e-01
-5.90535072e-02 1.35581657e-01]
[ 1.10576427e-04 -3.43970248e-03 -1.46871440e-01 ..., 1.63159701e-01
7.26045063e-02 1.57343581e-01]
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[ -2.77812882e-01 -2.20232959e-01 -4.52386427e-02 ..., -1.15410956e-01
-2.05372243e-03 -2.30761199e-01]
[ 6.44099322e-02 -3.84537795e-02 -8.28330864e-02 ..., 3.85968642e-02
2.13648654e-01 2.00388746e-01]]
Progress: 3.5% ... Training loss: 0.335 ... Validation loss: 0.508[[ 0.30968589]
[-0.23600162]
[-0.77682293]
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[ 1.07120132]
[ 0.42226378]
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[[ 0.04947633 -0.13043175 0.03002439 ..., -0.12772206 0.1497801
-0.16511589]
[ 0.03540048 0.05227162 0.13048824 ..., -0.24268521 -0.05845621
0.13500378]
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-0.23234537]
[ 0.06499048 -0.03901452 -0.08445109 ..., 0.03840177 0.21529468
0.1987526 ]]
Progress: 3.5% ... Training loss: 0.359 ... Validation loss: 0.523[[ 0.27574202]
[-0.26506004]
[-0.80357306]
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[ 1.04571538]
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[[ 0.04761507 -0.12895892 0.03492295 ..., -0.12733974 0.14491935
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[ 0.03523739 0.05239739 0.13090846 ..., -0.24265022 -0.05887093
0.13532144]
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-0.23137561]
[ 0.0639298 -0.03817463 -0.08172506 ..., 0.0386237 0.2126661
0.20130775]]
Progress: 3.5% ... Training loss: 0.354 ... Validation loss: 0.527[[ 0.30758957]
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[-0.77792159]
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[[ 4.94958211e-02 -1.30776990e-01 2.95166153e-02 ..., -1.27964745e-01
1.49888220e-01 -1.65644396e-01]
[ 3.56203180e-02 5.20281350e-02 1.29811754e-01 ..., -2.42780396e-01
-5.78055788e-02 1.34266058e-01]
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7.68333523e-02 1.53105878e-01]
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-7.87028311e-05 -2.32903689e-01]
[ 6.41856295e-02 -3.84214264e-02 -8.24176761e-02 ..., 3.85422666e-02
2.13521613e-01 2.00631563e-01]]
Progress: 3.6% ... Training loss: 0.353 ... Validation loss: 0.514[[ 0.28984645]
[-0.25034689]
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[[ 0.04833525 -0.12984432 0.03274604 ..., -0.12772112 0.14673462
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[ 0.03559836 0.05204781 0.12986424 ..., -0.24277621 -0.05782947
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-0.23248363]
[ 0.06355354 -0.03792505 -0.08075756 ..., 0.03867247 0.21204525
0.20209635]]
Progress: 3.6% ... Training loss: 0.306 ... Validation loss: 0.476[[ 0.28966673]
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[[ 4.80699833e-02 -1.29626230e-01 3.35643243e-02 ..., -1.27663410e-01
1.46167975e-01 -1.62261228e-01]
[ 3.56225946e-02 5.20290353e-02 1.29806032e-01 ..., -2.42782590e-01
-5.77581351e-02 1.34276262e-01]
[ 2.02212210e-03 -5.51002319e-03 -1.52538849e-01 ..., 1.62400447e-01
7.72640427e-02 1.52448015e-01]
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[ -2.76969638e-01 -2.21119309e-01 -4.77864627e-02 ..., -1.15723392e-01
8.58203321e-05 -2.33196257e-01]
[ 6.33230066e-02 -3.77019849e-02 -8.00801154e-02 ..., 3.87377182e-02
2.11665208e-01 2.02755141e-01]]
Progress: 3.6% ... Training loss: 0.306 ... Validation loss: 0.476[[ 0.29447062]
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[[ 0.04792191 -0.12948746 0.03404737 ..., -0.12762371 0.14576604
-0.16186007]
[ 0.03556351 0.05208374 0.12998224 ..., -0.24276731 -0.05789751
0.13438572]
[ 0.00266424 -0.00612668 -0.1543672 ..., 0.16221163 0.07888075
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[-0.19634919 -0.1762089 -0.1071301 ..., 0.11039505 -0.05449753
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[ 0.06355899 -0.03792591 -0.08074106 ..., 0.03866909 0.21242287
0.20209718]]
Progress: 3.6% ... Training loss: 0.307 ... Validation loss: 0.473[[ 0.29114192]
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[[ 0.04789257 -0.12950114 0.03422029 ..., -0.12762645 0.14574381
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[ 0.03574561 0.0519255 0.12946827 ..., -0.24281592 -0.05737937
0.13393129]
[ 0.00194998 -0.00552298 -0.15228063 ..., 0.1623705 0.07691702
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[ 0.06358287 -0.03794294 -0.08082128 ..., 0.03866184 0.21254156
0.2020728 ]]
Progress: 3.6% ... Training loss: 0.306 ... Validation loss: 0.472[[ 0.29126533]
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[[ 4.79610789e-02 -1.29585503e-01 3.40146591e-02 ..., -1.27637469e-01
1.45955601e-01 -1.62015609e-01]
[ 3.59498460e-02 5.17483838e-02 1.28905713e-01 ..., -2.42871048e-01
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[ 2.37736839e-03 -5.99518339e-03 -1.53462349e-01 ..., 1.62248204e-01
7.81013231e-02 1.51365658e-01]
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[ -2.76942673e-01 -2.21134903e-01 -4.78146917e-02 ..., -1.15735104e-01
1.51990189e-04 -2.33261763e-01]
[ 6.34763325e-02 -3.78312443e-02 -8.05444922e-02 ..., 3.86950582e-02
2.12302483e-01 2.02389447e-01]]
Progress: 3.6% ... Training loss: 0.306 ... Validation loss: 0.471[[ 0.28636147]
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[[ 0.04749312 -0.12918204 0.03534915 ..., -0.12751083 0.14481568
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[ 0.03600731 0.05170082 0.12874803 ..., -0.24288649 -0.05671476
0.13325445]
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[ 0.06381124 -0.03812527 -0.08145713 ..., 0.0385966 0.21321865
0.20148038]]
Progress: 3.6% ... Training loss: 0.311 ... Validation loss: 0.481[[ 0.29163144]
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[[ 0.04797667 -0.12962443 0.03411028 ..., -0.12764895 0.14608425
-0.16212595]
[ 0.03599798 0.05170919 0.12877231 ..., -0.24288367 -0.05674056
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[ 0.0641107 -0.03838804 -0.08228172 ..., 0.03850926 0.2140614
0.2007063 ]]
Progress: 3.6% ... Training loss: 0.305 ... Validation loss: 0.475[[ 0.28798447]
[-0.25328672]
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[ 1.06132708]
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[[ 0.04794416 -0.12956431 0.03431816 ..., -0.12762922 0.14584686
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[ 0.03594562 0.05175405 0.12889927 ..., -0.24286975 -0.05680738
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[ 0.06438621 -0.03861639 -0.08302973 ..., 0.03843615 0.21480598
0.20007642]]
Progress: 3.6% ... Training loss: 0.307 ... Validation loss: 0.479[[ 0.30335528]
[-0.24141768]
[-0.78521035]
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[ 1.07389649]
[ 0.42255321]
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[[ 0.04871126 -0.1302239 0.03237913 ..., -0.12785244 0.14780588
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[ 0.03588917 0.05180308 0.12902368 ..., -0.24285277 -0.05694535
0.13355435]
[ 0.0011886 -0.00486877 -0.14976396 ..., 0.16256506 0.07500921
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-0.23442304]
[ 0.06497558 -0.03913361 -0.08463829 ..., 0.03826893 0.21638257
0.19856535]]
Progress: 3.6% ... Training loss: 0.329 ... Validation loss: 0.490[[ 0.29156367]
[-0.25167114]
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[ 1.06651465]
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[[ 0.04830728 -0.12988239 0.03356613 ..., -0.12775253 0.1465589
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[ 0.03579123 0.05188215 0.12928032 ..., -0.24283075 -0.05720897
0.13377249]
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-0.23434128]
[ 0.06479733 -0.03897925 -0.08413116 ..., 0.03831086 0.21585986
0.19903539]]
Progress: 3.6% ... Training loss: 0.305 ... Validation loss: 0.472[[ 0.28921438]
[-0.25364521]
[-0.79556594]
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[ 1.06509962]
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[[ 0.04817964 -0.12975647 0.03399639 ..., -0.12772287 0.14613462
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[ 0.03571093 0.05195043 0.12949505 ..., -0.24280673 -0.05742433
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[ 0.06482673 -0.03899284 -0.08423852 ..., 0.03830241 0.21596008
0.19895985]]
Progress: 3.6% ... Training loss: 0.307 ... Validation loss: 0.473[[ 0.29076894]
[-0.25040039]
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[ 1.06958807]
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[[ 0.04842758 -0.12994155 0.03355453 ..., -0.12777211 0.14652084
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[ 0.03577738 0.05189227 0.1293142 ..., -0.24282505 -0.05724762
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-0.23439028]
[ 0.06459331 -0.03877775 -0.0835951 ..., 0.03837265 0.21552155
0.1996156 ]]
Progress: 3.6% ... Training loss: 0.305 ... Validation loss: 0.468[[ 0.29768588]
[-0.24436227]
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[[ 0.04932568 -0.13067855 0.0313723 ..., -0.1280186 0.14865452
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[ 0.03591506 0.05177091 0.128949 ..., -0.24286453 -0.05686718
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[ 0.06443437 -0.0386174 -0.08310226 ..., 0.03842405 0.21525592
0.20011388]]
Progress: 3.6% ... Training loss: 0.319 ... Validation loss: 0.470[[ 0.28308871]
[-0.25877901]
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[[ 0.04896512 -0.13041132 0.03245986 ..., -0.12794052 0.14788214
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[ 0.03547367 0.05212944 0.13002798 ..., -0.24275658 -0.05794837
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[ 0.06410249 -0.03833385 -0.08220611 ..., 0.03850635 0.21445053
0.20099267]]
Progress: 3.6% ... Training loss: 0.317 ... Validation loss: 0.485[[ 0.29132453]
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[[ 0.04931942 -0.13073528 0.03155019 ..., -0.12804773 0.14885143
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[ 0.03538595 0.05220968 0.13027 ..., -0.24273017 -0.05817697
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[ 0.064099 -0.03831776 -0.08219104 ..., 0.03850908 0.21442511
0.20103131]]
Progress: 3.7% ... Training loss: 0.305 ... Validation loss: 0.467[[ 0.28436175]
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[[ 4.90080812e-02 -1.30421724e-01 3.26763210e-02 ..., -1.27957324e-01
1.48014867e-01 -1.63715517e-01]
[ 3.53325202e-02 5.22568663e-02 1.30419701e-01 ..., -2.42715012e-01
-5.83028772e-02 1.34911789e-01]
[ 1.90003763e-03 -5.59744021e-03 -1.50909692e-01 ..., 1.62295641e-01
7.67216296e-02 1.53768383e-01]
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5.50537155e-06 -2.33268860e-01]
[ 6.38307854e-02 -3.80483354e-02 -8.13892178e-02 ..., 3.85907442e-02
2.13820304e-01 2.01722448e-01]]
Progress: 3.7% ... Training loss: 0.311 ... Validation loss: 0.477[[ 0.30229112]
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[[ 0.04992618 -0.13126165 0.03038997 ..., -0.12823283 0.15037683
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[ 0.03530757 0.05228004 0.1304864 ..., -0.24270864 -0.05834924
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[ 0.06406681 -0.03826663 -0.08204739 ..., 0.03851944 0.21450747
0.20107538]]
Progress: 3.7% ... Training loss: 0.329 ... Validation loss: 0.480[[ 0.28194156]
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[[ 0.04900462 -0.13049915 0.03301291 ..., -0.1280052 0.14792109
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[ 0.03525799 0.05232062 0.13061349 ..., -0.24269775 -0.05846413
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[ 0.06378166 -0.03802603 -0.08127925 ..., 0.03858706 0.21380981
0.20179709]]
Progress: 3.7% ... Training loss: 0.321 ... Validation loss: 0.486[[ 0.29733566]
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[[ 0.04935254 -0.13083205 0.03214002 ..., -0.12811792 0.14875542
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[ 0.03529138 0.05229243 0.13053563 ..., -0.24270684 -0.05837815
0.13502191]
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[ 0.0639613 -0.03818549 -0.08173655 ..., 0.03853199 0.21429679
0.20130301]]
Progress: 3.7% ... Training loss: 0.311 ... Validation loss: 0.468[[ 0.29979219]
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[[ 0.04951982 -0.13093864 0.03191156 ..., -0.12816322 0.14897605
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[ 0.03537294 0.05222566 0.13032914 ..., -0.24272659 -0.05817572
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[ 0.06388361 -0.03811709 -0.08150234 ..., 0.03855208 0.21413233
0.20150575]]
Progress: 3.7% ... Training loss: 0.317 ... Validation loss: 0.472[[ 0.28470534]
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[[ 0.04851296 -0.13011238 0.03465235 ..., -0.12791685 0.14615868
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[ 0.03531136 0.05225641 0.13045713 ..., -0.24271523 -0.05829819
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[ 0.00110472 -0.00505594 -0.14810732 ..., 0.16245847 0.07419758
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[ 0.06315973 -0.03748492 -0.07950238 ..., 0.03873945 0.21236124
0.20340424]]
Progress: 3.7% ... Training loss: 0.314 ... Validation loss: 0.479[[ 0.2869674 ]
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[[ 4.82099628e-02 -1.29817054e-01 3.56826007e-02 ..., -1.27820195e-01
1.45348999e-01 -1.61779142e-01]
[ 3.53604328e-02 5.22105478e-02 1.30315656e-01 ..., -2.42729619e-01
-5.81702168e-02 1.34868180e-01]
[ 2.64244445e-04 -4.26927809e-03 -1.45666806e-01 ..., 1.62720685e-01
7.17934897e-02 1.58529385e-01]
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[ -1.94882976e-01 -1.77547201e-01 -1.10754700e-01 ..., 1.09894022e-01
-5.13072149e-02 -1.58778772e-02]
[ -2.77546756e-01 -2.20674005e-01 -4.59346861e-02 ..., -1.15644905e-01
-1.61389474e-03 -2.31837003e-01]
[ 6.35368550e-02 -3.78374080e-02 -8.05612297e-02 ..., 3.86244402e-02
2.13464188e-01 2.02400339e-01]]
Progress: 3.7% ... Training loss: 0.308 ... Validation loss: 0.473[[ 0.29014433]
[-0.25368574]
[-0.80117236]
[-0.82624046]
[-0.23883676]
[ 1.07747195]
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[[ 4.84865697e-02 -1.30013153e-01 3.51504853e-02 ..., -1.27875606e-01
1.45831291e-01 -1.62340167e-01]
[ 3.54518600e-02 5.21307213e-02 1.30075065e-01 ..., -2.42755065e-01
-5.79362329e-02 1.34628849e-01]
[ 1.35267745e-03 -5.31167507e-03 -1.48831554e-01 ..., 1.62379188e-01
7.47309587e-02 1.55775168e-01]
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[ -2.77010555e-01 -2.21144432e-01 -4.73416378e-02 ..., -1.15799547e-01
-2.71029567e-04 -2.33140287e-01]
[ 6.37198305e-02 -3.80140818e-02 -8.11059373e-02 ..., 3.85660699e-02
2.13970300e-01 2.01880914e-01]]
Progress: 3.7% ... Training loss: 0.304 ... Validation loss: 0.464[[ 0.28923057]
[-0.25579179]
[-0.80284175]
[-0.82814822]
[-0.24143657]
[ 1.07785134]
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[[ 0.04830006 -0.12982869 0.03581471 ..., -0.1278287 0.14520612
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[ 0.03553272 0.05205791 0.12984808 ..., -0.24277686 -0.05771427
0.1344206 ]
[ 0.00251245 -0.00635111 -0.15193788 ..., 0.16205499 0.07756048
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[-0.1945454 -0.17783405 -0.11163283 ..., 0.10979786 -0.05065332
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-0.23266562]
[ 0.06334212 -0.03766156 -0.08000715 ..., 0.03867049 0.21303392
0.20289971]]
Progress: 3.7% ... Training loss: 0.306 ... Validation loss: 0.463[[ 0.28708294]
[-0.25835204]
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[ 1.07628068]
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[[ 0.04804317 -0.12959339 0.03658945 ..., -0.12775271 0.14453419
-0.16105525]
[ 0.03555492 0.05203946 0.12980317 ..., -0.2427834 -0.05765183
0.13436069]
[ 0.00229258 -0.00620784 -0.15134764 ..., 0.16209867 0.07709576
0.15338077]
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-0.23251211]
[ 0.06314971 -0.03748256 -0.07947821 ..., 0.03872694 0.21255579
0.20344876]]
Progress: 3.7% ... Training loss: 0.308 ... Validation loss: 0.468[[ 0.29789484]
[-0.24744505]
[-0.79511919]
[-0.82027227]
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[ 1.08423677]
[ 0.42416476]
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[[ 0.04869349 -0.13017727 0.03490914 ..., -0.12793533 0.14600524
-0.16268986]
[ 0.03558158 0.05200116 0.12969523 ..., -0.24279179 -0.05750026
0.13425376]
[ 0.00134056 -0.00540908 -0.1488894 ..., 0.16233607 0.07460875
0.15580171]
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[-0.1942447 -0.17809855 -0.11235514 ..., 0.10971262 -0.05000418
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-0.23387642]
[ 0.06317705 -0.03750871 -0.07953884 ..., 0.03872138 0.21272485
0.20338096]]
Progress: 3.7% ... Training loss: 0.314 ... Validation loss: 0.470[[ 0.28030588]
[-0.26254813]
[-0.80753682]
[-0.83338507]
[-0.24726828]
[ 1.07208179]
[ 0.4090102 ]
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[[ 4.78465479e-02 -1.29407261e-01 3.73673793e-02 ..., -1.27714191e-01
1.43942523e-01 -1.60535357e-01]
[ 3.55406297e-02 5.20348018e-02 1.29805239e-01 ..., -2.42781379e-01
-5.76107163e-02 1.34329150e-01]
[ 1.22043516e-03 -5.31971647e-03 -1.48601752e-01 ..., 1.62373021e-01
7.45730740e-02 1.56330993e-01]
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[ -1.94203557e-01 -1.78134698e-01 -1.12450393e-01 ..., 1.09701048e-01
-4.98876679e-02 -1.76779557e-02]
[ -2.76796612e-01 -2.21349333e-01 -4.78819916e-02 ..., -1.15858707e-01
1.97348482e-04 -2.33565196e-01]
[ 6.28045114e-02 -3.71637888e-02 -7.84951940e-02 ..., 3.88122659e-02
2.11785733e-01 2.04339079e-01]]
Progress: 3.7% ... Training loss: 0.319 ... Validation loss: 0.488[[ 0.29143966]
[-0.25315496]
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[-0.23405138]
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[[ 0.04822082 -0.12977146 0.03626494 ..., -0.12785098 0.14527515
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[ 0.03553587 0.05203914 0.12981817 ..., -0.24277987 -0.05762408
0.13434196]
[ 0.00105482 -0.00519167 -0.14813562 ..., 0.16241216 0.07410528
0.15681819]
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[-0.19415771 -0.17817746 -0.11256763 ..., 0.10969012 -0.04982685
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-0.23447084]
[ 0.06237711 -0.0367576 -0.07726984 ..., 0.03894204 0.21081969
0.20554976]]
Progress: 3.7% ... Training loss: 0.304 ... Validation loss: 0.464[[ 0.28110314]
[-0.26237851]
[-0.80736358]
[-0.83021201]
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[ 1.07277031]
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[[ 0.04745427 -0.12908251 0.03859889 ..., -0.12764449 0.14305576
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[ 0.03555214 0.05202499 0.12977375 ..., -0.24278345 -0.0575806
0.13429963]
[ 0.00032149 -0.00452346 -0.14600356 ..., 0.16260555 0.07207136
0.15881762]
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[-0.19469144 -0.17771595 -0.11116525 ..., 0.10982334 -0.05124063
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-0.2344781 ]
[ 0.06179368 -0.03622619 -0.07563903 ..., 0.0390994 0.20938101
0.20713016]]
Progress: 3.7% ... Training loss: 0.317 ... Validation loss: 0.486[[ 0.30288528]
[-0.24402231]
[-0.79105521]
[-0.81547354]
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[ 1.09318448]
[ 0.4292183 ]
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[[ 0.0493936 -0.13097165 0.03290285 ..., -0.12827599 0.14846183
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[ 0.03592328 0.05166067 0.12865153 ..., -0.24290603 -0.0564986
0.13323308]
[ 0.00142061 -0.00566855 -0.14927761 ..., 0.16220271 0.07535507
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[-0.19416539 -0.17821088 -0.11260995 ..., 0.10966075 -0.04989179
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-0.2343558 ]
[ 0.06252155 -0.03691721 -0.07774865 ..., 0.03886321 0.21140379
0.20513277]]
Progress: 3.8% ... Training loss: 0.334 ... Validation loss: 0.486[[ 0.28007587]
[-0.26471259]
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[[ 4.84657080e-02 -1.30175876e-01 3.54555294e-02 ..., -1.28041484e-01
1.46026170e-01 -1.62172283e-01]
[ 3.58109492e-02 5.17526691e-02 1.28945395e-01 ..., -2.42880401e-01
-5.67597581e-02 1.33461553e-01]
[ 2.24555662e-03 -6.34841591e-03 -1.51417577e-01 ..., 1.62008217e-01
7.76084591e-02 1.54106539e-01]
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[ -2.76950809e-01 -2.21252589e-01 -4.74823031e-02 ..., -1.15850570e-01
-1.43665886e-04 -2.33302169e-01]
[ 6.20276857e-02 -3.64793585e-02 -7.63573140e-02 ..., 3.89901210e-02
2.10187707e-01 2.06433646e-01]]
Progress: 3.8% ... Training loss: 0.323 ... Validation loss: 0.487[[ 0.30414971]
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[[ 0.04925752 -0.13098297 0.03309397 ..., -0.12831289 0.14839963
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[ 0.0357361 0.05182457 0.12916799 ..., -0.24285497 -0.05697415
0.13367197]
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[-0.19461818 -0.17788751 -0.11155014 ..., 0.10974634 -0.05105485
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-0.23402649]
[ 0.06255353 -0.03701594 -0.07797474 ..., 0.03881451 0.21184923
0.20484262]]
Progress: 3.8% ... Training loss: 0.331 ... Validation loss: 0.483[[ 0.2878982 ]
[-0.26055417]
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[[ 4.80893222e-02 -1.30016281e-01 3.62299955e-02 ..., -1.28037909e-01
1.45311796e-01 -1.61579912e-01]
[ 3.57571231e-02 5.18106603e-02 1.29112562e-01 ..., -2.42861192e-01
-5.68946945e-02 1.33640441e-01]
[ 1.68887560e-03 -5.91828830e-03 -1.49883651e-01 ..., 1.62117000e-01
7.63826919e-02 1.55528382e-01]
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[ -1.94734470e-01 -1.77791865e-01 -1.11158574e-01 ..., 1.09772293e-01
-5.14217356e-02 -1.65570553e-02]
[ -2.76838375e-01 -2.21370954e-01 -4.78069769e-02 ..., -1.15887393e-01
1.43723327e-04 -2.33621856e-01]
[ 6.23836828e-02 -3.68549318e-02 -7.75285779e-02 ..., 3.88610516e-02
2.11504421e-01 2.05282081e-01]]
Progress: 3.8% ... Training loss: 0.307 ... Validation loss: 0.467[[ 0.2951477 ]
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[[ 4.84406103e-02 -1.30323127e-01 3.54048531e-02 ..., -1.28139420e-01
1.45966727e-01 -1.62343792e-01]
[ 3.60308743e-02 5.15601860e-02 1.28343742e-01 ..., -2.42938663e-01
-5.61667595e-02 1.32918180e-01]
[ 1.34098893e-03 -5.58989863e-03 -1.48723268e-01 ..., 1.62216952e-01
7.53463781e-02 1.56682135e-01]
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[ -1.94855763e-01 -1.77684068e-01 -1.10809842e-01 ..., 1.09808925e-01
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[ -2.76868423e-01 -2.21347404e-01 -4.77227958e-02 ..., -1.15881159e-01
6.66893784e-05 -2.33509406e-01]
[ 6.24323093e-02 -3.68871442e-02 -7.76446686e-02 ..., 3.88487165e-02
2.11590397e-01 2.05187812e-01]]
Progress: 3.8% ... Training loss: 0.307 ... Validation loss: 0.463[[ 0.29541026]
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[[ 0.04846027 -0.13031386 0.03539758 ..., -0.12814521 0.14602348
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[ 0.03606644 0.05152947 0.12825096 ..., -0.24294732 -0.05608349
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[ 0.06241868 -0.0368676 -0.07759008 ..., 0.0388597 0.21169393
0.2052683 ]]
Progress: 3.8% ... Training loss: 0.307 ... Validation loss: 0.467[[ 0.2914347 ]
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[[ 0.04810491 -0.12998976 0.03650667 ..., -0.12802598 0.14515075
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[ 0.03598725 0.05159562 0.12846525 ..., -0.24292674 -0.05630027
0.13302883]
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-0.23462521]
[ 0.06163719 -0.03618828 -0.07553144 ..., 0.03907134 0.20991768
0.20732379]]
Progress: 3.8% ... Training loss: 0.303 ... Validation loss: 0.467[[ 0.29501501]
[-0.25352472]
[-0.79680818]
[-0.82077374]
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[[ 0.04824624 -0.13014144 0.03602272 ..., -0.1280724 0.1457445
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[ 0.03598202 0.05159842 0.12847237 ..., -0.24292526 -0.05631094
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[ 0.06170218 -0.03623022 -0.07570151 ..., 0.03905507 0.21021315
0.20722148]]
Progress: 3.8% ... Training loss: 0.305 ... Validation loss: 0.468[[ 0.29439057]
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[-0.79860449]
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[ 0.0360347 0.05155303 0.12833062 ..., -0.24293919 -0.05616875
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-0.2340454 ]
[ 0.06186207 -0.03637869 -0.07613206 ..., 0.03900853 0.21072319
0.20681616]]
Progress: 3.8% ... Training loss: 0.304 ... Validation loss: 0.467[[ 0.29582108]
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[-0.79811428]
[-0.82201577]
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[[ 0.04889154 -0.13070077 0.03454657 ..., -0.12824955 0.14727111
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[ 0.03591423 0.05164693 0.1286669 ..., -0.24290597 -0.05652537
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-0.23455377]
[ 0.06166101 -0.03620086 -0.07562426 ..., 0.03906288 0.21024309
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Progress: 3.8% ... Training loss: 0.305 ... Validation loss: 0.470[[ 0.28612728]
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[-0.8053995 ]
[-0.8299603 ]
[-0.24309906]
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[[ 0.04847574 -0.13035157 0.03572961 ..., -0.12813294 0.1461315
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[ 0.03589812 0.05166076 0.12870429 ..., -0.2429012 -0.05657128
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-0.23480273]
[ 0.06131488 -0.03587663 -0.07466235 ..., 0.03916965 0.20941277
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Progress: 3.8% ... Training loss: 0.311 ... Validation loss: 0.475[[ 0.29460894]
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[-0.79819636]
[-0.82242764]
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[[ 0.04892897 -0.13079772 0.03446198 ..., -0.12828067 0.14742105
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[ 0.03606106 0.05151378 0.12824382 ..., -0.24295168 -0.05612041
0.13287179]
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-0.23454804]
[ 0.06133367 -0.03588844 -0.07473142 ..., 0.03916648 0.2094575
0.20827008]]
Progress: 3.8% ... Training loss: 0.303 ... Validation loss: 0.471[[ 0.29490847]
[-0.25376294]
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[-0.82181916]
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[ 0.03608833 0.05149049 0.12817558 ..., -0.24295927 -0.05604627
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[ 0.06140902 -0.03594103 -0.07491163 ..., 0.03915072 0.20972637
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Progress: 3.8% ... Training loss: 0.304 ... Validation loss: 0.470[[ 0.29800244]
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[[ 0.04884452 -0.13072172 0.03503716 ..., -0.12825326 0.14690063
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[ 0.03621221 0.05138436 0.12786183 ..., -0.24299332 -0.05570799
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[ 0.06204618 -0.036507 -0.07668233 ..., 0.03897454 0.21158008
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Progress: 3.8% ... Training loss: 0.308 ... Validation loss: 0.468[[ 0.29487743]
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[[ 4.93121408e-02 -1.31090169e-01 3.40717454e-02 ..., -1.28371550e-01
1.48019163e-01 -1.63630775e-01]
[ 3.60761960e-02 5.15010741e-02 1.28221465e-01 ..., -2.42959006e-01
-5.60356992e-02 1.32790629e-01]
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7.13774832e-02 1.61520974e-01]
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[ -2.76416414e-01 -2.21727378e-01 -4.87169676e-02 ..., -1.16000426e-01
1.04394100e-03 -2.34358509e-01]
[ 6.25974294e-02 -3.69690850e-02 -7.80487050e-02 ..., 3.88358247e-02
2.13024755e-01 2.05052950e-01]]
Progress: 3.8% ... Training loss: 0.305 ... Validation loss: 0.462[[ 0.28820476]
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[[ 0.04935827 -0.13110355 0.03416737 ..., -0.12835946 0.14795064
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[ 0.03611775 0.05146603 0.12812113 ..., -0.24296939 -0.05593987
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[ 0.06235972 -0.03674191 -0.07746693 ..., 0.03889145 0.21250492
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Progress: 3.9% ... Training loss: 0.305 ... Validation loss: 0.468[[ 0.29170444]
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[[ 4.99245857e-02 -1.31559406e-01 3.28330267e-02 ..., -1.28498167e-01
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[ 3.60279695e-02 5.15481681e-02 1.28348487e-01 ..., -2.42942011e-01
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7.11135010e-02 1.62227318e-01]
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[ -1.95184533e-01 -1.77427409e-01 -1.09852568e-01 ..., 1.09869332e-01
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[ -2.76398753e-01 -2.21736223e-01 -4.87494219e-02 ..., -1.16011978e-01
1.08447384e-03 -2.34394581e-01]
[ 6.23750827e-02 -3.67426312e-02 -7.74979425e-02 ..., 3.88891526e-02
2.12758921e-01 2.05634267e-01]]
Progress: 3.9% ... Training loss: 0.304 ... Validation loss: 0.461[[ 0.28633963]
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[[ 0.04984968 -0.1314573 0.03325752 ..., -0.12845913 0.1489998
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[ 0.03605288 0.0515198 0.12826884 ..., -0.24295066 -0.05609645
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[-0.19486648 -0.17770538 -0.11066901 ..., 0.10978299 -0.05238264
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[ 0.06199436 -0.03636398 -0.07636098 ..., 0.03899091 0.21189325
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Progress: 3.9% ... Training loss: 0.306 ... Validation loss: 0.467[[ 0.29658103]
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[ 0.0359379 0.05162508 0.12857858 ..., -0.24291671 -0.05637703
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-0.23424717]
[ 0.06187707 -0.03622674 -0.07598646 ..., 0.03902591 0.21173264
0.2070115 ]]
Progress: 3.9% ... Training loss: 0.309 ... Validation loss: 0.470[[ 0.28723548]
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[[ 0.05002103 -0.13161274 0.03287823 ..., -0.12852034 0.14929671
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[ 0.03585727 0.05168953 0.12877634 ..., -0.24289616 -0.05659788
0.13336562]
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[-0.19457368 -0.17795776 -0.11141526 ..., 0.10967747 -0.05170573
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-0.23384544]
[ 0.06183129 -0.03617913 -0.07585766 ..., 0.03904308 0.21172997
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Progress: 3.9% ... Training loss: 0.306 ... Validation loss: 0.466[[ 0.29270241]
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[[ 5.00681293e-02 -1.31638341e-01 3.28033986e-02 ..., -1.28536605e-01
1.49408485e-01 -1.64699706e-01]
[ 3.59412187e-02 5.16146876e-02 1.28542694e-01 ..., -2.42920276e-01
-5.63751980e-02 1.33148692e-01]
[ -1.20046370e-03 -3.39626872e-03 -1.40739789e-01 ..., 1.62825164e-01
6.83425314e-02 1.65436577e-01]
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[ -1.94494112e-01 -1.78032799e-01 -1.11623761e-01 ..., 1.09654488e-01
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[ -2.76734120e-01 -2.21422062e-01 -4.78005114e-02 ..., -1.15919860e-01
2.59328495e-05 -2.33522310e-01]
[ 6.16961431e-02 -3.60549839e-02 -7.54262373e-02 ..., 3.90880712e-02
2.11505166e-01 2.07594517e-01]]
Progress: 3.9% ... Training loss: 0.304 ... Validation loss: 0.463[[ 0.28907153]
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[[ 5.00732332e-02 -1.31639558e-01 3.29627049e-02 ..., -1.28539097e-01
1.49186980e-01 -1.64675615e-01]
[ 3.59020917e-02 5.16509492e-02 1.28650375e-01 ..., -2.42909759e-01
-5.64877186e-02 1.33254035e-01]
[ -2.12523260e-03 -2.67846158e-03 -1.38460020e-01 ..., 1.63033207e-01
6.59608965e-02 1.67813797e-01]
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[ -1.94601946e-01 -1.77938275e-01 -1.11236554e-01 ..., 1.09677717e-01
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-2.51695581e-04 -2.33233281e-01]
[ 6.21675342e-02 -3.64715511e-02 -7.66848103e-02 ..., 3.89586565e-02
2.12786598e-01 2.06395352e-01]]
Progress: 3.9% ... Training loss: 0.304 ... Validation loss: 0.466[[ 0.2982662 ]
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[ 0.4262713 ]
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[[ 0.05063304 -0.13218697 0.03143529 ..., -0.1286949 0.15076107
-0.16622996]
[ 0.03612225 0.05145085 0.12803614 ..., -0.24297035 -0.05588371
0.13266837]
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-0.23300833]
[ 0.0626565 -0.03691845 -0.07798527 ..., 0.03882375 0.2141338
0.20507022]]
Progress: 3.9% ... Training loss: 0.311 ... Validation loss: 0.479[[ 0.29142304]
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[ 1.08705081]
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[[ 0.05034888 -0.13194995 0.03229887 ..., -0.12863293 0.14974716
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[ 0.03606746 0.05149703 0.12818227 ..., -0.24295632 -0.05603368
0.1327726 ]
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-0.23206882]
[ 0.0627819 -0.03702278 -0.07830168 ..., 0.03879357 0.21440165
0.20477898]]
Progress: 3.9% ... Training loss: 0.303 ... Validation loss: 0.470[[ 0.29605744]
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[ 1.09062346]
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[[ 0.05016086 -0.13175782 0.03291619 ..., -0.12857768 0.14900569
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[ 0.03610479 0.0514667 0.12808563 ..., -0.24296696 -0.0559489
0.13268579]
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-0.23125078]
[ 0.06328755 -0.03748889 -0.07968896 ..., 0.0386507 0.21576153
0.20347025]]
Progress: 3.9% ... Training loss: 0.303 ... Validation loss: 0.469[[ 0.29159893]
[-0.26256857]
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[-0.83410487]
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[ 1.08807768]
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[[ 0.04991648 -0.13155771 0.03367556 ..., -0.12851567 0.1483295
-0.16448409]
[ 0.0361354 0.05143977 0.12800226 ..., -0.24297494 -0.05586599
0.13260823]
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-0.23046118]
[ 0.06318957 -0.03738368 -0.07939806 ..., 0.03867861 0.21554397
0.20361058]]
Progress: 3.9% ... Training loss: 0.303 ... Validation loss: 0.468[[ 0.29767911]
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[[ 5.02468179e-02 -1.31845555e-01 3.28405204e-02 ..., -1.28620717e-01
1.49211870e-01 -1.65337444e-01]
[ 3.61551331e-02 5.14221188e-02 1.27953206e-01 ..., -2.42980219e-01
-5.58125943e-02 1.32555390e-01]
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7.07602471e-02 1.63630559e-01]
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[ -2.77756433e-01 -2.20547564e-01 -4.50886989e-02 ..., -1.15668748e-01
-2.60137996e-03 -2.30970520e-01]
[ 6.33310467e-02 -3.75032141e-02 -7.97062037e-02 ..., 3.86385424e-02
2.15964270e-01 2.03252304e-01]]
Progress: 3.9% ... Training loss: 0.306 ... Validation loss: 0.468[[ 0.28416984]
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[ 1.08235651]
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[[ 4.96644000e-02 -1.31303831e-01 3.44507668e-02 ..., -1.28462657e-01
1.47707084e-01 -1.63675357e-01]
[ 3.61128041e-02 5.14532870e-02 1.28052627e-01 ..., -2.42970770e-01
-5.59063005e-02 1.32680346e-01]
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7.13861886e-02 1.63236196e-01]
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[ -1.94411853e-01 -1.78110875e-01 -1.11830933e-01 ..., 1.09618524e-01
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[ -2.77882732e-01 -2.20438199e-01 -4.47510602e-02 ..., -1.15639266e-01
-2.99924587e-03 -2.30702691e-01]
[ 6.26880179e-02 -3.69441586e-02 -7.80280533e-02 ..., 3.88123000e-02
2.14340250e-01 2.04855646e-01]]
Progress: 3.9% ... Training loss: 0.317 ... Validation loss: 0.481[[ 0.29309769]
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[[ 0.05001007 -0.13164447 0.03357692 ..., -0.1285849 0.14888546
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[ 0.03583266 0.0517196 0.12884411 ..., -0.24288991 -0.05650819
0.13343785]
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-0.23081376]
[ 0.06267952 -0.03692979 -0.07796821 ..., 0.03881456 0.21447401
0.20489933]]
Progress: 3.9% ... Training loss: 0.302 ... Validation loss: 0.464[[ 0.2934648 ]
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[[ 0.05012222 -0.13171701 0.03341193 ..., -0.12860944 0.14920511
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[ 0.03589933 0.05165973 0.12866292 ..., -0.24290807 -0.05632652
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[ 0.06249639 -0.03675479 -0.07745749 ..., 0.03887014 0.21402617
0.20539732]]
Progress: 3.9% ... Training loss: 0.302 ... Validation loss: 0.464[[ 0.29657122]
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[[ 5.06109027e-02 -1.32173657e-01 3.20314311e-02 ..., -1.28750279e-01
1.50494612e-01 -1.65782029e-01]
[ 3.60058851e-02 5.15616840e-02 1.28368026e-01 ..., -2.42937410e-01
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7.10359035e-02 1.63707083e-01]
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[ -2.77393234e-01 -2.20879163e-01 -4.60011485e-02 ..., -1.15771130e-01
-1.75099222e-03 -2.31816463e-01]
[ 6.22949381e-02 -3.65745998e-02 -7.69170996e-02 ..., 3.89184201e-02
2.13642627e-01 2.05929289e-01]]
Progress: 4.0% ... Training loss: 0.305 ... Validation loss: 0.461[[ 0.28668371]
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[[ 0.05028961 -0.13184003 0.03303647 ..., -0.12866772 0.14941921
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[ 0.03611164 0.05146715 0.12807639 ..., -0.24296206 -0.05573295
0.13275443]
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-0.23226621]
[ 0.0617369 -0.03605921 -0.07547084 ..., 0.03906339 0.21235502
0.20741906]]
Progress: 4.0% ... Training loss: 0.309 ... Validation loss: 0.466[[ 0.30377072]
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[[ 5.11956482e-02 -1.32692817e-01 3.08206487e-02 ..., -1.28915516e-01
1.51817878e-01 -1.66855404e-01]
[ 3.61380514e-02 5.14420971e-02 1.28002559e-01 ..., -2.42969788e-01
-5.56610099e-02 1.32687997e-01]
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7.10859163e-02 1.64003060e-01]
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[ -2.76878443e-01 -2.21326927e-01 -4.72985944e-02 ..., -1.15907906e-01
-5.68524534e-04 -2.33071879e-01]
[ 6.20712608e-02 -3.63890890e-02 -7.64465187e-02 ..., 3.89651884e-02
2.13323412e-01 2.06503514e-01]]
Progress: 4.0% ... Training loss: 0.330 ... Validation loss: 0.483[[ 0.27768697]
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[[ 0.04925642 -0.13101927 0.03594593 ..., -0.12847976 0.1467522
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[ 0.03592847 0.05162054 0.1284965 ..., -0.24292339 -0.05615341
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[ 0.06210349 -0.03640754 -0.07652068 ..., 0.03896412 0.21354581
0.20646326]]
Progress: 4.0% ... Training loss: 0.346 ... Validation loss: 0.500[[ 0.29363746]
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[[ 0.05016876 -0.1319598 0.03345049 ..., -0.12876532 0.14925783
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[ 0.03602448 0.05152348 0.12821775 ..., -0.24295097 -0.05589654
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[-0.19375063 -0.17879847 -0.11364305 ..., 0.10939106 -0.04996223
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-0.23316786]
[ 0.06232614 -0.03661589 -0.07712462 ..., 0.03890195 0.21423067
0.20586341]]
Progress: 4.0% ... Training loss: 0.304 ... Validation loss: 0.461[[ 0.2862828 ]
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[[ 0.04933117 -0.13115297 0.03583421 ..., -0.12854056 0.14709965
-0.16215987]
[ 0.0359641 0.05158141 0.12837451 ..., -0.24293393 -0.0560701
0.13307919]
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[ 0.06204778 -0.03635044 -0.07636834 ..., 0.03897732 0.21378839
0.2066603 ]]
Progress: 4.0% ... Training loss: 0.307 ... Validation loss: 0.464[[ 0.29877524]
[-0.26093604]
[-0.7937183 ]
[-0.82499816]
[-0.23121937]
[ 1.09698277]
[ 0.43092036]
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[[ 0.04968848 -0.13154923 0.03469018 ..., -0.1286578 0.14819197
-0.16315425]
[ 0.03620513 0.0513583 0.12770576 ..., -0.24300022 -0.05541118
0.13249052]
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[ 0.06226989 -0.03657426 -0.07708473 ..., 0.03891453 0.21446994
0.20604797]]
Progress: 4.0% ... Training loss: 0.309 ... Validation loss: 0.472[[ 0.2884531 ]
[-0.27067599]
[-0.80202051]
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[ 0.42105079]
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[[ 0.04870013 -0.13066131 0.03741193 ..., -0.12841016 0.14568141
-0.16056311]
[ 0.0362192 0.05134572 0.12766759 ..., -0.24300373 -0.05537208
0.13246144]
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-0.23253272]
[ 0.06209811 -0.03640945 -0.07661091 ..., 0.03895801 0.21417065
0.20645221]]
Progress: 4.0% ... Training loss: 0.308 ... Validation loss: 0.466[[ 0.3029956 ]
[-0.25845566]
[-0.79101772]
[-0.82176302]
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[ 1.101224 ]
[ 0.43352191]
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[[ 0.05020513 -0.13210032 0.03326669 ..., -0.1288243 0.14979051
-0.16451092]
[ 0.03634336 0.05122901 0.12731249 ..., -0.24303801 -0.05502319
0.13211845]
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-0.23378674]
[ 0.06196678 -0.0362888 -0.07625743 ..., 0.03900161 0.21389237
0.20680436]]
Progress: 4.0% ... Training loss: 0.320 ... Validation loss: 0.483[[ 0.28934564]
[-0.26987427]
[-0.80235804]
[-0.83544976]
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[ 1.09305659]
[ 0.42136027]
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[[ 0.04987709 -0.13177821 0.03431088 ..., -0.12873405 0.14881827
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[ 0.03604916 0.05147824 0.12807466 ..., -0.2429714 -0.05579553
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-0.23367553]
[ 0.06165789 -0.03598783 -0.07541597 ..., 0.03907844 0.21334688
0.20762295]]
Progress: 4.0% ... Training loss: 0.305 ... Validation loss: 0.463[[ 0.29024229]
[-0.268273 ]
[-0.80147194]
[-0.83398211]
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[ 1.09270677]
[ 0.42252845]
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[[ 4.91396987e-02 -1.31053681e-01 3.64323553e-02 ..., -1.28512945e-01
1.46654494e-01 -1.61589665e-01]
[ 3.61085559e-02 5.14219236e-02 1.27910518e-01 ..., -2.42987334e-01
-5.56304085e-02 1.32681197e-01]
[ -3.25986724e-03 -2.52856260e-03 -1.36285575e-01 ..., 1.62877697e-01
6.33174953e-02 1.71880487e-01]
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[ -1.93763257e-01 -1.78799101e-01 -1.13533089e-01 ..., 1.09385134e-01
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[ -2.76516621e-01 -2.21781482e-01 -4.83524999e-02 ..., -1.16069302e-01
1.76564721e-04 -2.34482618e-01]
[ 6.15124842e-02 -3.58340012e-02 -7.49879904e-02 ..., 3.91232252e-02
2.13043757e-01 2.08040608e-01]]
Progress: 4.0% ... Training loss: 0.303 ... Validation loss: 0.464[[ 0.284194 ]
[-0.2738693 ]
[-0.80529906]
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[ 1.08731214]
[ 0.41833248]
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[[ 0.04877191 -0.13068968 0.03765723 ..., -0.12841293 0.14563118
-0.16052276]
[ 0.03608728 0.05144186 0.12796919 ..., -0.24298137 -0.05568911
0.13273626]
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[ 0.06164053 -0.03593896 -0.07528134 ..., 0.03909087 0.21352228
0.20774294]]
Progress: 4.0% ... Training loss: 0.317 ... Validation loss: 0.475[[ 0.3033256 ]
[-0.25789679]
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[[ 0.05048889 -0.13235597 0.03289483 ..., -0.12892684 0.15009221
-0.1649215 ]
[ 0.03623543 0.05129921 0.12755464 ..., -0.24302367 -0.05529138
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[ 0.06196334 -0.03625052 -0.07620938 ..., 0.03900136 0.21446976
0.20688811]]
Progress: 4.0% ... Training loss: 0.321 ... Validation loss: 0.483[[ 0.28649495]
[-0.27267628]
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[[ 0.0494357 -0.13142202 0.03573219 ..., -0.12868861 0.14733372
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[ 0.03638781 0.05117222 0.12715743 ..., -0.24305878 -0.05487278
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-0.23507595]
[ 0.06142597 -0.0357811 -0.07475925 ..., 0.03912725 0.21313136
0.20827334]]
Progress: 4.0% ... Training loss: 0.311 ... Validation loss: 0.466[[ 0.28606358]
[-0.27237807]
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[ 1.08817598]
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[[ 0.04929822 -0.13130179 0.03622348 ..., -0.12865049 0.14707382
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[ 0.03640199 0.05113416 0.1270753 ..., -0.24306925 -0.05476972
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-0.23510048]
[ 0.0612744 -0.03562533 -0.0742346 ..., 0.03917608 0.21282387
0.20877974]]
Progress: 4.0% ... Training loss: 0.312 ... Validation loss: 0.471[[ 0.29594518]
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[[ 0.04932049 -0.13131099 0.03627342 ..., -0.12865549 0.14694368
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[ 0.03639733 0.05113842 0.12708097 ..., -0.24307052 -0.05476947
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-0.23576333]
[ 0.06169913 -0.03603645 -0.07534285 ..., 0.03905748 0.21400736
0.20759623]]
Progress: 4.1% ... Training loss: 0.303 ... Validation loss: 0.470[[ 0.29082129]
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[[ 0.04906923 -0.13105298 0.03709678 ..., -0.1285811 0.14637448
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[ 0.03644015 0.0511004 0.12696905 ..., -0.24308177 -0.05465248
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[ 0.06168458 -0.03601706 -0.07522066 ..., 0.0390637 0.21410721
0.2076808 ]]
Progress: 4.1% ... Training loss: 0.304 ... Validation loss: 0.467[[ 0.28613148]
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[[ 4.87436755e-02 -1.30746636e-01 3.79856727e-02 ..., -1.28490211e-01
1.45636032e-01 -1.60183014e-01]
[ 3.67050444e-02 5.08416499e-02 1.26205226e-01 ..., -2.43158106e-01
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[ -2.76560090e-01 -2.21764696e-01 -4.83238537e-02 ..., -1.16094928e-01
-1.38311119e-05 -2.34409898e-01]
[ 6.17673665e-02 -3.60872943e-02 -7.54780993e-02 ..., 3.90427523e-02
2.14500643e-01 2.07428961e-01]]
Progress: 4.1% ... Training loss: 0.311 ... Validation loss: 0.470[[ 0.29785733]
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[[ 0.04901789 -0.13103906 0.03712066 ..., -0.12857237 0.1462201
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[ 0.03674227 0.05080869 0.12611028 ..., -0.24316704 -0.05381403
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[ 0.06214705 -0.03646333 -0.07656492 ..., 0.03892896 0.21545787
0.20636924]]
Progress: 4.1% ... Training loss: 0.306 ... Validation loss: 0.471[[ 0.28617206]
[-0.27077338]
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[[ 0.0481356 -0.13023161 0.03956179 ..., -0.12834066 0.14368819
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[ 0.03673018 0.05081283 0.12613543 ..., -0.24316313 -0.05385689
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[ 0.06228101 -0.03657428 -0.07691357 ..., 0.03889817 0.21581192
0.206042 ]]
Progress: 4.1% ... Training loss: 0.310 ... Validation loss: 0.473[[ 0.29238727]
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0.20683664]]
Progress: 4.1% ... Training loss: 0.301 ... Validation loss: 0.467[[ 0.30165065]
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[[ 0.04959825 -0.13156355 0.0356943 ..., -0.12873816 0.14721786
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[ 0.03678338 0.05076602 0.12599554 ..., -0.24317769 -0.0537117
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0.20667212]]
Progress: 4.1% ... Training loss: 0.317 ... Validation loss: 0.481[[ 0.29136587]
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[[ 0.04909415 -0.13112156 0.0370812 ..., -0.12862777 0.14575004
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[ 0.06219316 -0.03647907 -0.0766847 ..., 0.03891548 0.21578554
0.20624506]]
Progress: 4.1% ... Training loss: 0.301 ... Validation loss: 0.464[[ 0.28650615]
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[ 0.06255478 -0.03682628 -0.0777087 ..., 0.03880991 0.21682716
0.20526687]]
Progress: 4.1% ... Training loss: 0.307 ... Validation loss: 0.472[[ 0.28935675]
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[[ 0.04907894 -0.13110797 0.03733461 ..., -0.12863466 0.14560486
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[ 0.03682039 0.05074022 0.12592551 ..., -0.24318497 -0.05360762
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0.20508458]]
Progress: 4.1% ... Training loss: 0.303 ... Validation loss: 0.471[[ 0.29748475]
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[ 0.06267505 -0.03692548 -0.07796028 ..., 0.0387767 0.21724333
0.20494086]]
Progress: 4.1% ... Training loss: 0.305 ... Validation loss: 0.475[[ 0.29043333]
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Progress: 4.1% ... Training loss: 0.303 ... Validation loss: 0.469[[ 0.29703702]
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0.20411193]]
Progress: 4.1% ... Training loss: 0.304 ... Validation loss: 0.471[[ 0.27969314]
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0.20592285]]
Progress: 4.1% ... Training loss: 0.329 ... Validation loss: 0.489[[ 0.29427117]
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[ 0.06235184 -0.03658285 -0.07698451 ..., 0.03888132 0.21697296
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Progress: 4.1% ... Training loss: 0.303 ... Validation loss: 0.466[[ 0.2824372 ]
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0.20648726]]
Progress: 4.2% ... Training loss: 0.320 ... Validation loss: 0.484[[ 0.30290226]
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[ 0.0624347 -0.03667111 -0.07724132 ..., 0.03882711 0.21721914
0.20555673]]
Progress: 4.2% ... Training loss: 0.320 ... Validation loss: 0.473[[ 0.27977241]
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[[ 0.04805333 -0.13047332 0.04076219 ..., -0.12859191 0.14285252
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[ 0.06193726 -0.03622607 -0.07588484 ..., 0.03894231 0.21602099
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Progress: 4.2% ... Training loss: 0.335 ... Validation loss: 0.499[[ 0.30462807]
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[[ 0.04988546 -0.13232668 0.03574807 ..., -0.12916056 0.14772572
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[ 0.06240721 -0.03670391 -0.07728488 ..., 0.03879481 0.21733698
0.20551557]]
Progress: 4.2% ... Training loss: 0.325 ... Validation loss: 0.484[[ 0.28467789]
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[[ 0.04851913 -0.13115583 0.03929734 ..., -0.12885294 0.14408329
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0.20694618]]
Progress: 4.2% ... Training loss: 0.316 ... Validation loss: 0.480[[ 0.29005268]
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Progress: 4.2% ... Training loss: 0.303 ... Validation loss: 0.467[[ 0.30044171]
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0.20531088]]
Progress: 4.2% ... Training loss: 0.310 ... Validation loss: 0.473[[ 0.28543444]
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[ 0.06185763 -0.03626179 -0.07584639 ..., 0.03889863 0.21619076
0.2067343 ]]
Progress: 4.2% ... Training loss: 0.316 ... Validation loss: 0.482[[ 0.29900073]
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[ 0.03661267 0.05085891 0.12627321 ..., -0.24316133 -0.054119 0.1309011 ]
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[ 0.06225419 -0.03665226 -0.0769597 ..., 0.03877769 0.21734972
0.20563722]]
Progress: 4.2% ... Training loss: 0.306 ... Validation loss: 0.474[[ 0.28862304]
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0.20606195]]
Progress: 4.2% ... Training loss: 0.309 ... Validation loss: 0.475[[ 0.29883307]
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[ 0.03684174 0.05064072 0.12562162 ..., -0.24322357 -0.05343407
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0.205131 ]]
Progress: 4.2% ... Training loss: 0.302 ... Validation loss: 0.464[[ 0.30285745]
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Progress: 4.2% ... Training loss: 0.309 ... Validation loss: 0.473[[ 0.28565017]
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0.20594558]]
Progress: 4.2% ... Training loss: 0.324 ... Validation loss: 0.488[[ 0.30063976]
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Progress: 4.2% ... Training loss: 0.305 ... Validation loss: 0.471[[ 0.29831635]
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Progress: 4.2% ... Training loss: 0.301 ... Validation loss: 0.465[[ 0.28876865]
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[ 0.06170734 -0.0361894 -0.07556076 ..., 0.03887925 0.21661538
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Progress: 4.3% ... Training loss: 0.312 ... Validation loss: 0.477[[ 0.30019254]
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[[ 0.04867886 -0.13171971 0.03903224 ..., -0.12910534 0.14400199
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[ 0.06192095 -0.03635536 -0.07608384 ..., 0.0388303 0.21707678
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Progress: 4.3% ... Training loss: 0.303 ... Validation loss: 0.469[[ 0.30014562]
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Progress: 4.3% ... Training loss: 0.302 ... Validation loss: 0.466[[ 0.29485458]
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[ 0.06166986 -0.03612305 -0.075366 ..., 0.03889487 0.21651334
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Progress: 4.3% ... Training loss: 0.303 ... Validation loss: 0.468[[ 0.30166938]
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[[ 0.04897147 -0.1319695 0.03853323 ..., -0.12919914 0.14435848
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Progress: 4.3% ... Training loss: 0.303 ... Validation loss: 0.467[[ 0.30288373]
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[ 0.03661897 0.05084117 0.12621079 ..., -0.24315818 -0.05395594
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Progress: 4.3% ... Training loss: 0.304 ... Validation loss: 0.464[[ 0.29625752]
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[[ 0.04834779 -0.1314204 0.04018212 ..., -0.12904859 0.14273256
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[ 0.03676838 0.05071152 0.12582631 ..., -0.24319377 -0.05359955
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[ 0.06152479 -0.03598643 -0.0749804 ..., 0.03894567 0.21634473
0.20741439]]
Progress: 4.3% ... Training loss: 0.302 ... Validation loss: 0.468[[ 0.30350437]
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[[ 0.04846366 -0.13153271 0.040005 ..., -0.12906554 0.14295205
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[ 0.03670256 0.05077141 0.12600182 ..., -0.24317561 -0.05378121
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[ 0.06197476 -0.03640243 -0.0761728 ..., 0.03882343 0.21757697
0.20623159]]
Progress: 4.3% ... Training loss: 0.304 ... Validation loss: 0.472[[ 0.30385806]
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[[ 0.04894042 -0.13194205 0.03892581 ..., -0.12919245 0.14403607
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[ 0.03677209 0.05071326 0.12582582 ..., -0.24319093 -0.05361571
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[ 0.06258558 -0.0369453 -0.07780532 ..., 0.03867139 0.2192132
0.20464917]]
Progress: 4.3% ... Training loss: 0.304 ... Validation loss: 0.469[[ 0.29732027]
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[ 0.03655446 0.05090586 0.12640658 ..., -0.24313808 -0.05419742
0.13088359]
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[ 0.06282368 -0.03715294 -0.07843632 ..., 0.03862805 0.21995979
0.20406507]]
Progress: 4.3% ... Training loss: 0.301 ... Validation loss: 0.467[[ 0.29030781]
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[ 0.03662119 0.05084701 0.12623561 ..., -0.24315512 -0.05401674
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[ 0.06259752 -0.03695352 -0.07794168 ..., 0.03868609 0.21962158
0.20465571]]
Progress: 4.3% ... Training loss: 0.314 ... Validation loss: 0.482[[ 0.30230855]
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[[ 0.0491896 -0.13215395 0.03855976 ..., -0.12927385 0.14468448
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[ 0.03674457 0.0507312 0.12589315 ..., -0.24319018 -0.05367738
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[ 0.06282368 -0.03716546 -0.07857168 ..., 0.03862616 0.22028332
0.20392571]]
Progress: 4.3% ... Training loss: 0.303 ... Validation loss: 0.462[[ 0.29936009]
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[[ 0.04924748 -0.1322403 0.03836848 ..., -0.12928471 0.14476555
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[ 0.0368332 0.05065551 0.12567317 ..., -0.24321023 -0.05344299
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[ 0.0628796 -0.03720732 -0.07873517 ..., 0.03861852 0.22046093
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Progress: 4.3% ... Training loss: 0.301 ... Validation loss: 0.464[[ 0.30156086]
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[[ 0.04936214 -0.13233422 0.03810324 ..., -0.12930276 0.14487238
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[ 0.06297395 -0.03728552 -0.07894092 ..., 0.03859434 0.22066382
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Progress: 4.3% ... Training loss: 0.302 ... Validation loss: 0.465[[ 0.29873401]
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[[ 0.04923233 -0.13219767 0.03850536 ..., -0.12928023 0.14451731
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[ 0.03682816 0.05066089 0.1257005 ..., -0.24320906 -0.05345158
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[ 0.06269283 -0.03702687 -0.07808941 ..., 0.03866183 0.21989193
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Progress: 4.3% ... Training loss: 0.301 ... Validation loss: 0.463[[ 0.30206972]
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[ 0.06267983 -0.03700609 -0.07800237 ..., 0.03867354 0.21989519
0.20421492]]
Progress: 4.4% ... Training loss: 0.302 ... Validation loss: 0.466[[ 0.29349407]
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[[ 0.04878415 -0.13182668 0.03970407 ..., -0.12916251 0.14354893
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[ 0.03656676 0.05089527 0.12639689 ..., -0.24314351 -0.05412185
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[ 0.06301485 -0.03729951 -0.07884965 ..., 0.03858779 0.22082428
0.2033757 ]]
Progress: 4.4% ... Training loss: 0.306 ... Validation loss: 0.474[[ 0.29805722]
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[[ 0.04917179 -0.13218702 0.03880742 ..., -0.12927123 0.14436846
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[ 0.0632886 -0.03753846 -0.07961294 ..., 0.03851909 0.22159428
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Progress: 4.4% ... Training loss: 0.300 ... Validation loss: 0.466[[ 0.29358248]
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[ 0.06252715 -0.03681731 -0.07755821 ..., 0.03872431 0.21980392
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Progress: 4.4% ... Training loss: 0.306 ... Validation loss: 0.473[[ 0.29970733]
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[[ 4.93123342e-02 -1.32263555e-01 3.87009769e-02 ..., -1.29300049e-01
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[ 3.67403743e-02 5.07342649e-02 1.25925229e-01 ..., -2.43188418e-01
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[ 6.26401722e-02 -3.69169899e-02 -7.78443386e-02 ..., 3.87003911e-02
2.20239803e-01 2.04393009e-01]]
Progress: 4.4% ... Training loss: 0.300 ... Validation loss: 0.464[[ 0.29765972]
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[[ 0.04926271 -0.13222948 0.03877899 ..., -0.12928194 0.14504835
-0.16263259]
[ 0.03678897 0.05068672 0.12573378 ..., -0.24319644 -0.05350683
0.13029817]
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0.20492911]]
Progress: 4.4% ... Training loss: 0.301 ... Validation loss: 0.469[[ 0.29466991]
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[[ 5.00343042e-02 -1.32921974e-01 3.68848287e-02 ..., -1.29489392e-01
1.47177791e-01 -1.64546035e-01]
[ 3.67057926e-02 5.07706736e-02 1.25964542e-01 ..., -2.43178525e-01
-5.37114442e-02 1.30591076e-01]
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5.32709340e-02 1.88892768e-01]
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-4.95995801e-03 -2.31383333e-01]
[ 6.25430147e-02 -3.68096319e-02 -7.75072163e-02 ..., 3.87335588e-02
2.20187985e-01 2.04758265e-01]]
Progress: 4.4% ... Training loss: 0.302 ... Validation loss: 0.469[[ 0.30005753]
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[[ 0.04994324 -0.13281703 0.03721442 ..., -0.1294547 0.14695074
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[ 0.03677953 0.050706 0.12578548 ..., -0.24319696 -0.0535289
0.13039626]
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-0.23160595]
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0.20370958]]
Progress: 4.4% ... Training loss: 0.301 ... Validation loss: 0.468[[ 0.30121919]
[-0.27027698]
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[[ 0.04993569 -0.13279966 0.03733562 ..., -0.12946116 0.14712386
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[ 0.03660191 0.05086068 0.12624561 ..., -0.24315481 -0.05399515
0.13084986]
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-0.23173653]
[ 0.06311379 -0.03733157 -0.07901463 ..., 0.03858163 0.22199308
0.20318849]]
Progress: 4.4% ... Training loss: 0.301 ... Validation loss: 0.464[[ 0.29473931]
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[[ 4.98445410e-02 -1.32667906e-01 3.77713234e-02 ..., -1.29429315e-01
1.46730336e-01 -1.63647336e-01]
[ 3.64793736e-02 5.09780712e-02 1.26608023e-01 ..., -2.43122756e-01
-5.43164613e-02 1.31086401e-01]
[ -7.59969070e-03 -2.21947751e-04 -1.24549762e-01 ..., 1.63169244e-01
5.35167476e-02 1.89132360e-01]
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-4.11931095e-03 -2.32192443e-01]
[ 6.32394854e-02 -3.74489288e-02 -7.93453205e-02 ..., 3.85493224e-02
2.22329291e-01 2.02881038e-01]]
Progress: 4.4% ... Training loss: 0.302 ... Validation loss: 0.467[[ 0.30049563]
[-0.27118469]
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[ 1.10488646]
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[[ 0.05014738 -0.13294623 0.03698845 ..., -0.12949648 0.14723949
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[ 0.03660316 0.05086485 0.12628428 ..., -0.2431535 -0.05398512
0.13079256]
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[ 0.06350708 -0.03770218 -0.08011681 ..., 0.0384801 0.22309281
0.20222695]]
Progress: 4.4% ... Training loss: 0.301 ... Validation loss: 0.467[[ 0.2918465 ]
[-0.27944551]
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[[ 4.94494521e-02 -1.32308371e-01 3.88682536e-02 ..., -1.29325189e-01
1.45466614e-01 -1.62707175e-01]
[ 3.65101696e-02 5.09482374e-02 1.26528397e-01 ..., -2.43130728e-01
-5.42180000e-02 1.31031440e-01]
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5.32208139e-02 1.89595957e-01]
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[ -2.77661255e-01 -2.21142863e-01 -4.57348088e-02 ..., -1.15988645e-01
-3.48144624e-03 -2.32992550e-01]
[ 6.33612562e-02 -3.75452953e-02 -7.96604555e-02 ..., 3.85216051e-02
2.22783258e-01 2.02698481e-01]]
Progress: 4.4% ... Training loss: 0.308 ... Validation loss: 0.476[[ 0.29673786]
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[[ 4.97776384e-02 -1.32628108e-01 3.79864710e-02 ..., -1.29408807e-01
1.46594154e-01 -1.63538385e-01]
[ 3.65893246e-02 5.08708184e-02 1.26304772e-01 ..., -2.43150917e-01
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5.30654434e-02 1.89724103e-01]
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[ -2.77313061e-01 -2.21468021e-01 -4.66696924e-02 ..., -1.16083390e-01
-2.58616991e-03 -2.33836990e-01]
[ 6.27053161e-02 -3.68841794e-02 -7.77562258e-02 ..., 3.87081361e-02
2.21277254e-01 2.04424878e-01]]
Progress: 4.4% ... Training loss: 0.301 ... Validation loss: 0.469[[ 0.2971331 ]
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[[ 0.04975432 -0.13261624 0.03817669 ..., -0.12941341 0.14655624
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[ 0.03625324 0.0511794 0.12720039 ..., -0.243067 -0.05477861
0.13168955]
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-0.23421124]
[ 0.06258514 -0.0367588 -0.07740281 ..., 0.03874487 0.221052
0.20475104]]
Progress: 4.4% ... Training loss: 0.302 ... Validation loss: 0.471[[ 0.29263172]
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[[ 4.93512366e-02 -1.32215656e-01 3.93312187e-02 ..., -1.29299953e-01
1.45659455e-01 -1.62094238e-01]
[ 3.62135148e-02 5.12118057e-02 1.27307405e-01 ..., -2.43057148e-01
-5.48435400e-02 1.31806991e-01]
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5.21447948e-02 1.90978033e-01]
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-2.28853374e-03 -2.34091161e-01]
[ 6.29269922e-02 -3.70773094e-02 -7.83644289e-02 ..., 3.86497063e-02
2.22075164e-01 2.03912921e-01]]
Progress: 4.4% ... Training loss: 0.308 ... Validation loss: 0.476[[ 0.30178815]
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[[ 0.05023036 -0.1331272 0.03678827 ..., -0.12954503 0.1480147
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[ 0.03629267 0.0511355 0.12708735 ..., -0.24307956 -0.05462294
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[ 0.06316618 -0.03731403 -0.07913831 ..., 0.03856993 0.22286096
0.20324413]]
Progress: 4.5% ... Training loss: 0.300 ... Validation loss: 0.469[[ 0.30756291]
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[[ 5.05147826e-02 -1.33379000e-01 3.60772610e-02 ..., -1.29614671e-01
1.48740284e-01 -1.65142369e-01]
[ 3.63552282e-02 5.10838487e-02 1.26923480e-01 ..., -2.43093892e-01
-5.44551544e-02 1.31471776e-01]
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5.23452076e-02 1.90989008e-01]
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-3.36778576e-03 -2.33132806e-01]
[ 6.32658266e-02 -3.74208424e-02 -7.94299436e-02 ..., 3.85413456e-02
2.23192357e-01 2.02902010e-01]]
Progress: 4.5% ... Training loss: 0.308 ... Validation loss: 0.476[[ 0.29941302]
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[[ 0.05004034 -0.13294742 0.03739823 ..., -0.12949305 0.14731374
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[ 0.03640761 0.05103838 0.12678572 ..., -0.24310467 -0.05432923
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[ 0.06293562 -0.03712505 -0.07866017 ..., 0.03861288 0.22240213
0.20369492]]
Progress: 4.5% ... Training loss: 0.300 ... Validation loss: 0.466[[ 0.3018301 ]
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[[ 0.04971965 -0.13268261 0.03820169 ..., -0.12941712 0.14660174
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[ 0.03640851 0.05103855 0.12678106 ..., -0.24310417 -0.0543286
0.13133763]
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[ 0.06292975 -0.03712868 -0.07872628 ..., 0.03861592 0.22248936
0.20364525]]
Progress: 4.5% ... Training loss: 0.300 ... Validation loss: 0.466[[ 0.30123336]
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[[ 0.04943671 -0.13239788 0.03911912 ..., -0.12934371 0.14594581
-0.16233609]
[ 0.03611957 0.05129766 0.12752197 ..., -0.24303086 -0.05505239
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[ 0.0631298 -0.03729434 -0.07922922 ..., 0.03856771 0.22316179
0.203188 ]]
Progress: 4.5% ... Training loss: 0.300 ... Validation loss: 0.468[[ 0.30411133]
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[[ 0.04966937 -0.13261283 0.0385318 ..., -0.12941394 0.14678072
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[ 0.0361501 0.05127124 0.12744383 ..., -0.24303813 -0.05497223
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[ 0.06315626 -0.0373204 -0.07934316 ..., 0.03855326 0.22358839
0.20314006]]
Progress: 4.5% ... Training loss: 0.300 ... Validation loss: 0.468[[ 0.30714782]
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[[ 5.00129612e-02 -1.32922855e-01 3.77200823e-02 ..., -1.29505175e-01
1.47515160e-01 -1.63726223e-01]
[ 3.61068296e-02 5.13149757e-02 1.27567823e-01 ..., -2.43028007e-01
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[ -2.78240684e-01 -2.20635718e-01 -4.41855913e-02 ..., -1.15851078e-01
-5.11899930e-03 -2.31511562e-01]
[ 6.36356455e-02 -3.77433132e-02 -8.05798969e-02 ..., 3.84428582e-02
2.24806955e-01 2.01999075e-01]]
Progress: 4.5% ... Training loss: 0.303 ... Validation loss: 0.466[[ 0.30847319]
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[[ 0.05046206 -0.13334954 0.0366458 ..., -0.12961828 0.1486657
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[ 0.0363614 0.05109311 0.12695804 ..., -0.24308511 -0.05442928
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[ 0.06370539 -0.03779261 -0.08067428 ..., 0.03842946 0.22509572
0.20184486]]
Progress: 4.5% ... Training loss: 0.304 ... Validation loss: 0.466[[ 0.29762843]
[-0.28065833]
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[[ 0.04993641 -0.13284744 0.03811298 ..., -0.12951432 0.14715075
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[ 0.03639666 0.05106161 0.12686496 ..., -0.24309233 -0.05433828
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-0.23123439]
[ 0.06358611 -0.03769064 -0.08037662 ..., 0.03845875 0.22481414
0.20216997]]
Progress: 4.5% ... Training loss: 0.303 ... Validation loss: 0.463[[ 0.30502777]
[-0.27485709]
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[[ 0.05111852 -0.13396196 0.03509098 ..., -0.12982456 0.15024273
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[ 0.03654649 0.05089918 0.12644905 ..., -0.24313478 -0.05387729
0.13099246]
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[ 0.06363282 -0.03774848 -0.08048037 ..., 0.03844925 0.22508138
0.20204497]]
Progress: 4.5% ... Training loss: 0.300 ... Validation loss: 0.462[[ 0.31451754]
[-0.26762662]
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[[ 0.05197383 -0.13476882 0.03280225 ..., -0.1300307 0.15248887
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[ 0.03654654 0.05089938 0.12645708 ..., -0.24313428 -0.05385903
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[ 0.06433637 -0.03838599 -0.08237673 ..., 0.03828602 0.22701372
0.20035701]]
Progress: 4.5% ... Training loss: 0.322 ... Validation loss: 0.488[[ 0.30178825]
[-0.27953211]
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[[ 0.05092509 -0.13382671 0.03560593 ..., -0.12980901 0.14960002
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[ 0.06424903 -0.03830844 -0.08216961 ..., 0.03830447 0.22693785
0.20064342]]
Progress: 4.5% ... Training loss: 0.300 ... Validation loss: 0.458[[ 0.29530507]
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[[ 0.05038616 -0.13332124 0.03702761 ..., -0.12967472 0.14811183
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[ 0.06436557 -0.03842055 -0.08255119 ..., 0.03827695 0.22742569
0.20030054]]
Progress: 4.5% ... Training loss: 0.311 ... Validation loss: 0.473[[ 0.30622649]
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[[ 0.05054611 -0.13351397 0.03657944 ..., -0.12973186 0.14859652
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[ 0.03628688 0.05110186 0.12710363 ..., -0.24308079 -0.05449631
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[ 0.06493045 -0.03901784 -0.08422204 ..., 0.03810675 0.22909555
0.19866899]]
Progress: 4.5% ... Training loss: 0.300 ... Validation loss: 0.461[[ 0.30078171]
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[[ 0.05043137 -0.13338383 0.03695664 ..., -0.1297018 0.14811939
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[ 0.03632929 0.05106591 0.12700132 ..., -0.24309235 -0.05438748
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[ 0.06513196 -0.03917219 -0.08472552 ..., 0.03806371 0.22955785
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Progress: 4.5% ... Training loss: 0.300 ... Validation loss: 0.459[[ 0.30514439]
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[[ 0.05086146 -0.13380744 0.03589329 ..., -0.12981368 0.14935934
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[ 0.03658106 0.05084495 0.12635044 ..., -0.24315083 -0.05378489
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[ 0.06478833 -0.03882612 -0.08378393 ..., 0.03815396 0.22868933
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Progress: 4.6% ... Training loss: 0.302 ... Validation loss: 0.457[[ 0.29847291]
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[[ 0.05023634 -0.13320329 0.03769348 ..., -0.12966861 0.14762906
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[ 0.03668878 0.05074705 0.12606677 ..., -0.24317513 -0.05350587
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[ 0.06494518 -0.03896668 -0.08420376 ..., 0.03812006 0.22919713
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Progress: 4.6% ... Training loss: 0.302 ... Validation loss: 0.460[[ 0.30567322]
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[ 0.03659157 0.05084415 0.12633189 ..., -0.24315059 -0.05374508
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[ 0.06550915 -0.0394983 -0.08572673 ..., 0.03798018 0.23076966
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Progress: 4.6% ... Training loss: 0.302 ... Validation loss: 0.459[[ 0.30006237]
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[ 0.03672371 0.05072924 0.12599593 ..., -0.24317901 -0.05339029
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[ 0.06499812 -0.03901002 -0.08435938 ..., 0.0380965 0.22949425
0.19855567]]
Progress: 4.6% ... Training loss: 0.301 ... Validation loss: 0.460[[ 0.30394715]
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[ 0.03670362 0.05074633 0.12604611 ..., -0.24317487 -0.05344391
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[ 0.06481691 -0.03883548 -0.08387322 ..., 0.03814045 0.22914581
0.1989699 ]]
Progress: 4.6% ... Training loss: 0.299 ... Validation loss: 0.460[[ 0.30171729]
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[[ 0.05093685 -0.133892 0.03603257 ..., -0.12985786 0.14976275
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[ 0.03666656 0.05078102 0.12613901 ..., -0.24316658 -0.05354396
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Progress: 4.6% ... Training loss: 0.301 ... Validation loss: 0.460[[ 0.3100864 ]
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[ 0.03667542 0.05077356 0.12611881 ..., -0.2431682 -0.05351941
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[ 0.06478324 -0.03880204 -0.08385397 ..., 0.03815538 0.22935037
0.19907583]]
Progress: 4.6% ... Training loss: 0.308 ... Validation loss: 0.465[[ 0.29919616]
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[[ 0.05069156 -0.1337278 0.03681496 ..., -0.12984932 0.14901694
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[ 0.03658063 0.05086104 0.12636724 ..., -0.24314827 -0.05377251
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[ 0.06452545 -0.03854775 -0.0831996 ..., 0.03821184 0.22881287
0.19971542]]
Progress: 4.6% ... Training loss: 0.303 ... Validation loss: 0.462[[ 0.29733087]
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[[ 0.05069236 -0.13373557 0.03683184 ..., -0.12985068 0.14904638
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[ 0.036641 0.05080341 0.12620523 ..., -0.24316292 -0.05361438
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[ 0.06452079 -0.03853811 -0.08320397 ..., 0.03821215 0.22888257
0.19972089]]
Progress: 4.6% ... Training loss: 0.307 ... Validation loss: 0.465[[ 0.2987247 ]
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[ 0.03675354 0.05070149 0.12591609 ..., -0.24319025 -0.05331655
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[ 0.06415248 -0.03814951 -0.08213202 ..., 0.03831309 0.22800295
0.20077595]]
Progress: 4.6% ... Training loss: 0.304 ... Validation loss: 0.465[[ 0.31136475]
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[[ 0.05090141 -0.13389404 0.03640465 ..., -0.12990013 0.14965118
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[ 0.06441399 -0.03839548 -0.0828712 ..., 0.03825078 0.22871287
0.20006152]]
Progress: 4.6% ... Training loss: 0.310 ... Validation loss: 0.476[[ 0.29040314]
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[[ 0.04970323 -0.13281366 0.03957211 ..., -0.12965398 0.1465538
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[ 0.03674591 0.0507023 0.12593101 ..., -0.24319141 -0.05329866
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[ 0.06368424 -0.03772949 -0.08095091 ..., 0.03840427 0.22701444
0.20191142]]
Progress: 4.6% ... Training loss: 0.329 ... Validation loss: 0.489[[ 0.29732572]
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[[ 0.04965553 -0.13275065 0.03970623 ..., -0.1296439 0.1463821
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[ 0.03673713 0.05071385 0.12591666 ..., -0.243189 -0.05330706
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[ 0.06370905 -0.0377453 -0.08097901 ..., 0.03839777 0.22709373
0.20186473]]
Progress: 4.6% ... Training loss: 0.305 ... Validation loss: 0.471[[ 0.3051032 ]
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[ 0.03640809 0.05103807 0.12676217 ..., -0.24310877 -0.054178 0.1313633 ]
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[ 0.06362879 -0.03766438 -0.08076221 ..., 0.0384303 0.22699219
0.20209364]]
Progress: 4.6% ... Training loss: 0.300 ... Validation loss: 0.466[[ 0.30317884]
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[[ 0.05080852 -0.1338857 0.03686562 ..., -0.12994568 0.14929855
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[ 0.06405068 -0.03806832 -0.08189185 ..., 0.03833401 0.22818505
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Progress: 4.6% ... Training loss: 0.299 ... Validation loss: 0.464[[ 0.31386641]
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[[ 0.05184525 -0.13488721 0.03416037 ..., -0.13019515 0.15199678
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[ 0.06439352 -0.0383949 -0.0828017 ..., 0.03825513 0.22908062
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Progress: 4.7% ... Training loss: 0.317 ... Validation loss: 0.487[[ 0.28886431]
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[[ 0.05026701 -0.13350132 0.03808831 ..., -0.12987449 0.14803829
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[ 0.06380307 -0.0378581 -0.08136378 ..., 0.03837858 0.22782562
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Progress: 4.7% ... Training loss: 0.344 ... Validation loss: 0.504[[ 0.31389369]
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[[ 0.05193267 -0.13523391 0.03360017 ..., -0.13036221 0.15242562
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[ 0.06415959 -0.03822316 -0.08233977 ..., 0.03827119 0.22877422
0.2006443 ]]
Progress: 4.7% ... Training loss: 0.315 ... Validation loss: 0.491[[ 0.29772676]
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[[ 0.05109708 -0.13444888 0.03569082 ..., -0.13019531 0.15030383
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[ 0.03605928 0.0513661 0.12765937 ..., -0.24303213 -0.05508359
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0.20075833]]
Progress: 4.7% ... Training loss: 0.307 ... Validation loss: 0.469[[ 0.3088837 ]
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[[ 0.05154224 -0.1348926 0.03455366 ..., -0.13031879 0.15160896
-0.16794055]
[ 0.03616738 0.05125868 0.12736782 ..., -0.24305963 -0.05478823
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[ 0.0643323 -0.03838694 -0.08289584 ..., 0.03822636 0.22928865
0.20015988]]
Progress: 4.7% ... Training loss: 0.302 ... Validation loss: 0.468[[ 0.29786169]
[-0.29145205]
[-0.80539829]
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[ 1.11636102]
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[[ 0.05102302 -0.13442765 0.03593075 ..., -0.1302193 0.1503099
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[ 0.03623488 0.05119605 0.12719003 ..., -0.243073 -0.05461584
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[ 0.06404416 -0.03811808 -0.08221471 ..., 0.03828806 0.22872887
0.20087547]]
Progress: 4.7% ... Training loss: 0.308 ... Validation loss: 0.464[[ 0.3020604 ]
[-0.28670379]
[-0.80028559]
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[[ 0.0505225 -0.1339146 0.03734702 ..., -0.13008991 0.14920564
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[ 0.03615738 0.05126841 0.12733973 ..., -0.24305239 -0.05480718
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[ 0.06401395 -0.03807284 -0.08208298 ..., 0.03829447 0.22882352
0.20098439]]
Progress: 4.7% ... Training loss: 0.300 ... Validation loss: 0.461[[ 0.29989497]
[-0.28831241]
[-0.80110666]
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[[ 0.05054997 -0.13394736 0.03733962 ..., -0.1300945 0.14937217
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[ 0.03624877 0.05117733 0.1270912 ..., -0.24307548 -0.05452186
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-0.23411557]
[ 0.06371496 -0.03774285 -0.08130353 ..., 0.03837027 0.22815527
0.20182517]]
Progress: 4.7% ... Training loss: 0.303 ... Validation loss: 0.462[[ 0.30523448]
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[[ 5.09736333e-02 -1.34335239e-01 3.62684761e-02 ..., -1.30183733e-01
1.50492568e-01 -1.66425409e-01]
[ 3.63631100e-02 5.10672821e-02 1.26787376e-01 ..., -2.43104250e-01
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[ -2.77042058e-01 -2.21933671e-01 -4.77598812e-02 ..., -1.16255750e-01
-2.21369376e-03 -2.34830717e-01]
[ 6.36126995e-02 -3.76446171e-02 -8.10929748e-02 ..., 3.83913559e-02
2.28033653e-01 2.02075417e-01]]
Progress: 4.7% ... Training loss: 0.299 ... Validation loss: 0.460[[ 0.30816313]
[-0.28081954]
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[ 1.12545319]
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[[ 0.05101677 -0.13433925 0.03632391 ..., -0.13018411 0.1504088
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[ 0.03627211 0.05115216 0.12702606 ..., -0.24308368 -0.05444243
0.13164968]
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[ 0.06336428 -0.03740144 -0.08042413 ..., 0.03844917 0.22751013
0.2027331 ]]
Progress: 4.7% ... Training loss: 0.303 ... Validation loss: 0.464[[ 0.30662023]
[-0.28370418]
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[[ 0.05115825 -0.13438095 0.03621005 ..., -0.13019879 0.15037108
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[ 0.03619704 0.05121059 0.12720668 ..., -0.2430662 -0.05459001
0.13183073]
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-0.23621974]
[ 0.06348604 -0.03751268 -0.08073296 ..., 0.03842643 0.22783859
0.20242964]]
Progress: 4.7% ... Training loss: 0.301 ... Validation loss: 0.460[[ 0.30367224]
[-0.28686662]
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[[ 0.05091883 -0.13416578 0.03699052 ..., -0.13014043 0.14974758
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[ 0.0360399 0.05134198 0.12752837 ..., -0.24303934 -0.05490331
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[ 0.06272089 -0.03677354 -0.07867405 ..., 0.03860461 0.22595925
0.20439938]]
Progress: 4.7% ... Training loss: 0.299 ... Validation loss: 0.459[[ 0.30275717]
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[[ 0.05108413 -0.13428919 0.03673051 ..., -0.13017753 0.15012895
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[ 0.03587638 0.0514982 0.12794362 ..., -0.24300146 -0.05529371
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[ 0.06293571 -0.03694553 -0.07916573 ..., 0.03856352 0.22662345
0.20393968]]
Progress: 4.7% ... Training loss: 0.299 ... Validation loss: 0.461[[ 0.30383417]
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[[ 5.06584935e-02 -1.33872373e-01 3.81549358e-02 ..., -1.30089142e-01
1.48955671e-01 -1.65424265e-01]
[ 3.58906608e-02 5.14857574e-02 1.27903508e-01 ..., -2.43004389e-01
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7.42648268e-05 -2.37208752e-01]
[ 6.28434649e-02 -3.68536903e-02 -7.89412504e-02 ..., 3.85811496e-02
2.26333770e-01 2.04120026e-01]]
Progress: 4.7% ... Training loss: 0.300 ... Validation loss: 0.462[[ 0.29725624]
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[[ 0.05013372 -0.13338087 0.03958816 ..., -0.12996788 0.1476857
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[ 0.0361115 0.05126071 0.12729029 ..., -0.2430585 -0.05462555
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[ 0.06252875 -0.0365561 -0.07809463 ..., 0.03865368 0.22567911
0.20489332]]
Progress: 4.7% ... Training loss: 0.307 ... Validation loss: 0.467[[ 0.30946107]
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[[ 0.05144158 -0.13468138 0.03608617 ..., -0.13030476 0.15100131
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[ 0.03604734 0.051329 0.12746687 ..., -0.24304458 -0.0547886
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[ 0.06292959 -0.03695301 -0.07919764 ..., 0.03855401 0.22687872
0.20390285]]
Progress: 4.8% ... Training loss: 0.306 ... Validation loss: 0.474[[ 0.30921097]
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[[ 5.20350889e-02 -1.35219689e-01 3.48170852e-02 ..., -1.30430386e-01
1.52371905e-01 -1.68673222e-01]
[ 3.61110112e-02 5.12709615e-02 1.27303633e-01 ..., -2.43058601e-01
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[ -2.76083872e-01 -2.22786344e-01 -5.01525616e-02 ..., -1.16467203e-01
4.30928482e-05 -2.37067345e-01]
[ 6.29140976e-02 -3.69383504e-02 -7.91401818e-02 ..., 3.85577978e-02
2.27084314e-01 2.03914876e-01]]
Progress: 4.8% ... Training loss: 0.305 ... Validation loss: 0.473[[ 0.2970776 ]
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[[ 0.05066 -0.1339354 0.03833488 ..., -0.13012299 0.14885761
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[ 0.06272969 -0.03675796 -0.07878134 ..., 0.03860416 0.22677825
0.20441096]]
Progress: 4.8% ... Training loss: 0.307 ... Validation loss: 0.465[[ 0.30582813]
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[[ 0.05123812 -0.13449905 0.03677277 ..., -0.13027263 0.1505353
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[ 0.03573744 0.05165176 0.12836153 ..., -0.24296757 -0.05555692
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[ 0.06272312 -0.0367497 -0.07877697 ..., 0.03861241 0.22685594
0.20442313]]
Progress: 4.8% ... Training loss: 0.300 ... Validation loss: 0.460[[ 0.31202076]
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[[ 5.14788005e-02 -1.34725530e-01 3.62223058e-02 ..., -1.30323247e-01
1.51017265e-01 -1.67201958e-01]
[ 3.57604158e-02 5.16258899e-02 1.28292989e-01 ..., -2.42974396e-01
-5.54862171e-02 1.32950887e-01]
[ -9.14848664e-03 -5.64256089e-04 -1.20854892e-01 ..., 1.62896979e-01
5.05261127e-02 1.97020090e-01]
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[ -1.92497808e-01 -1.80511451e-01 -1.16416461e-01 ..., 1.08678204e-01
-5.02581649e-02 -2.35521673e-02]
[ -2.76049737e-01 -2.22835264e-01 -5.02243203e-02 ..., -1.16485140e-01
1.19057508e-04 -2.37214599e-01]
[ 6.25033589e-02 -3.65324593e-02 -7.82014715e-02 ..., 3.86666134e-02
2.26309069e-01 2.04975491e-01]]
Progress: 4.8% ... Training loss: 0.307 ... Validation loss: 0.472[[ 0.3014449 ]
[-0.29091341]
[-0.80354735]
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[[ 5.09757595e-02 -1.34249917e-01 3.77330243e-02 ..., -1.30219080e-01
1.49391114e-01 -1.65867026e-01]
[ 3.56505266e-02 5.17226475e-02 1.28550041e-01 ..., -2.42949539e-01
-5.57771343e-02 1.33223592e-01]
[ -9.93913044e-03 1.14024763e-04 -1.18651325e-01 ..., 1.63055199e-01
4.84123356e-02 1.99091552e-01]
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[ -2.76098627e-01 -2.22792013e-01 -5.00877884e-02 ..., -1.16474958e-01
-4.18144658e-05 -2.37048584e-01]
[ 6.23219962e-02 -3.63539715e-02 -7.77155672e-02 ..., 3.87088366e-02
2.25834198e-01 2.05441654e-01]]
Progress: 4.8% ... Training loss: 0.301 ... Validation loss: 0.461[[ 0.30855019]
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[-0.79836402]
[-0.83191337]
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[[ 0.05110215 -0.13436831 0.03745513 ..., -0.13025327 0.14975355
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[ 0.03573134 0.05164609 0.12834005 ..., -0.24296918 -0.05555688
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[-0.19262687 -0.18040165 -0.11611279 ..., 0.10870458 -0.05063277
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-0.23747905]
[ 0.06265657 -0.03668585 -0.07859902 ..., 0.03862644 0.22677868
0.20452306]]
Progress: 4.8% ... Training loss: 0.299 ... Validation loss: 0.466[[ 0.30265912]
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[-0.80347281]
[-0.83759028]
[-0.25356301]
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[[ 5.07076734e-02 -1.33972671e-01 3.85242138e-02 ..., -1.30162185e-01
1.48715900e-01 -1.65232421e-01]
[ 3.56716697e-02 5.17013775e-02 1.28495612e-01 ..., -2.42955722e-01
-5.56849720e-02 1.33162049e-01]
[ -1.10175352e-02 1.07727482e-03 -1.15756985e-01 ..., 1.63296391e-01
4.56920416e-02 2.01760045e-01]
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[ -1.92814335e-01 -1.80231434e-01 -1.15619923e-01 ..., 1.08741638e-01
-5.11046972e-02 -2.28390311e-02]
[ -2.76076659e-01 -2.22816677e-01 -5.01844649e-02 ..., -1.16482075e-01
-1.02854351e-05 -2.37161448e-01]
[ 6.24790927e-02 -3.65149194e-02 -7.81319188e-02 ..., 3.86705797e-02
2.26415682e-01 2.04974585e-01]]
Progress: 4.8% ... Training loss: 0.300 ... Validation loss: 0.461[[ 0.30443466]
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[[ 5.08130820e-02 -1.34101311e-01 3.82223824e-02 ..., -1.30199991e-01
1.49176512e-01 -1.65362207e-01]
[ 3.56915039e-02 5.16808760e-02 1.28403577e-01 ..., -2.42963489e-01
-5.55909005e-02 1.33163662e-01]
[ -1.16211874e-02 1.63809786e-03 -1.14101912e-01 ..., 1.63434730e-01
4.38893800e-02 2.03297438e-01]
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[ -1.92708491e-01 -1.80328942e-01 -1.15884520e-01 ..., 1.08715018e-01
-5.08301039e-02 -2.30995211e-02]
[ -2.76135035e-01 -2.22764204e-01 -5.00048293e-02 ..., -1.16470524e-01
-1.59482727e-04 -2.36978717e-01]
[ 6.24282440e-02 -3.64392286e-02 -7.79663334e-02 ..., 3.86833689e-02
2.26298921e-01 2.05152794e-01]]
Progress: 4.8% ... Training loss: 0.299 ... Validation loss: 0.462[[ 0.30958327]
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[-0.83276055]
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[[ 5.12750929e-02 -1.34579872e-01 3.70264505e-02 ..., -1.30315151e-01
1.50308824e-01 -1.66430515e-01]
[ 3.58962387e-02 5.14866498e-02 1.27871169e-01 ..., -2.43012355e-01
-5.50642780e-02 1.32624289e-01]
[ -1.16045700e-02 1.59924334e-03 -1.14132988e-01 ..., 1.63417172e-01
4.42718272e-02 2.03172697e-01]
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[ -1.92527631e-01 -1.80515477e-01 -1.16339842e-01 ..., 1.08675431e-01
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-2.06023240e-04 -2.36902137e-01]
[ 6.23677040e-02 -3.63778479e-02 -7.77540407e-02 ..., 3.87018357e-02
2.26234505e-01 2.05320663e-01]]
Progress: 4.8% ... Training loss: 0.300 ... Validation loss: 0.469[[ 0.30230847]
[-0.29165521]
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[[ 5.08958490e-02 -1.34238144e-01 3.79948731e-02 ..., -1.30237460e-01
1.49286784e-01 -1.65483726e-01]
[ 3.58775971e-02 5.15039160e-02 1.27917024e-01 ..., -2.43007866e-01
-5.51160160e-02 1.32660771e-01]
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4.41089211e-02 2.03318605e-01]
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[ -1.92501960e-01 -1.80538293e-01 -1.16446939e-01 ..., 1.08668137e-01
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-2.69667544e-04 -2.36858905e-01]
[ 6.20223889e-02 -3.60561343e-02 -7.68506522e-02 ..., 3.87825484e-02
2.25370314e-01 2.06175515e-01]]
Progress: 4.8% ... Training loss: 0.302 ... Validation loss: 0.462[[ 0.32037494]
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[ 0.03606211 0.05133582 0.12745065 ..., -0.24305475 -0.0545824
0.13218907]
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[-0.19219191 -0.18083478 -0.11727108 ..., 0.10859696 -0.04978851
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-0.23670775]
[ 0.06340815 -0.03740923 -0.08050499 ..., 0.038437 0.22905727
0.20256694]]
Progress: 4.8% ... Training loss: 0.332 ... Validation loss: 0.500[[ 0.29838301]
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[[ 0.05041099 -0.13400174 0.03897675 ..., -0.13023822 0.14819129
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[ 0.03606211 0.05133582 0.12745065 ..., -0.24305475 -0.0545824
0.13218907]
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[-0.1930922 -0.18007347 -0.11514687 ..., 0.10875416 -0.0520531
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-0.23635668]
[ 0.06323377 -0.0372635 -0.08009241 ..., 0.03847027 0.22870908
0.20296259]]
Progress: 4.8% ... Training loss: 0.313 ... Validation loss: 0.467[[ 0.31137146]
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[[ 5.06811984e-02 -1.34263362e-01 3.84120512e-02 ..., -1.30311570e-01
1.48809817e-01 -1.65211447e-01]
[ 3.60333139e-02 5.13648844e-02 1.27527212e-01 ..., -2.43046890e-01
-5.46609443e-02 1.32267181e-01]
[ -1.21936284e-02 2.02933128e-03 -1.12363093e-01 ..., 1.63448960e-01
4.27172746e-02 2.05129001e-01]
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[ -1.92775319e-01 -1.80386250e-01 -1.15970410e-01 ..., 1.08676374e-01
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[ -2.76125942e-01 -2.22793348e-01 -5.00139581e-02 ..., -1.16489897e-01
-1.99278698e-04 -2.36939341e-01]
[ 6.36154835e-02 -3.76537796e-02 -8.10784096e-02 ..., 3.83661371e-02
2.29763513e-01 2.01880689e-01]]
Progress: 4.8% ... Training loss: 0.301 ... Validation loss: 0.463[[ 0.30389095]
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[[ 0.05042127 -0.13404677 0.03907161 ..., -0.13024911 0.14831826
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[ 0.03607637 0.05131718 0.12738138 ..., -0.24305591 -0.05443236
0.13213239]
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[-0.19296984 -0.18021539 -0.11544653 ..., 0.10871745 -0.0518435
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[ 0.06336333 -0.03740523 -0.0804277 ..., 0.03843952 0.22920011
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Progress: 4.8% ... Training loss: 0.301 ... Validation loss: 0.456[[ 0.30492895]
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[[ 5.02110882e-02 -1.33840945e-01 3.96955669e-02 ..., -1.30199441e-01
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[ 3.60131213e-02 5.13780204e-02 1.27547835e-01 ..., -2.43040891e-01
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[ -1.18583483e-02 1.74598286e-03 -1.12986657e-01 ..., 1.63404282e-01
4.34879850e-02 2.05001907e-01]
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[ -1.93176099e-01 -1.80019190e-01 -1.14923148e-01 ..., 1.08766691e-01
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[ -2.76108192e-01 -2.22809631e-01 -5.00851198e-02 ..., -1.16495265e-01
-9.24096767e-05 -2.37050977e-01]
[ 6.30630347e-02 -3.71319495e-02 -7.96567392e-02 ..., 3.85136968e-02
2.28450945e-01 2.03344143e-01]]
Progress: 4.9% ... Training loss: 0.300 ... Validation loss: 0.458[[ 0.30924219]
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[ 0.03585454 0.05153255 0.12795885 ..., -0.24300509 -0.05498236
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[-0.01197048 0.00182183 -0.11278138 ..., 0.16342253 0.04327712
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[-0.19292399 -0.18027643 -0.11556123 ..., 0.10870612 -0.05187715
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[ 0.06376414 -0.03783436 -0.08161672 ..., 0.03833234 0.23045096
0.20157376]]
Progress: 4.9% ... Training loss: 0.299 ... Validation loss: 0.458[[ 0.31226168]
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[[ 0.05152497 -0.13519029 0.036073 ..., -0.13053416 0.15115814
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[ 0.03591057 0.05147982 0.12781247 ..., -0.24301805 -0.05483256
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[ 0.06425182 -0.03828078 -0.08285815 ..., 0.03822157 0.23183315
0.20036403]]
Progress: 4.9% ... Training loss: 0.300 ... Validation loss: 0.459[[ 0.30664679]
[-0.29307593]
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[[ 0.05125235 -0.13496595 0.03684915 ..., -0.13046831 0.15041815
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[ 0.03570077 0.05167809 0.12835113 ..., -0.24297103 -0.05537324
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[ 0.06420138 -0.03823006 -0.08269088 ..., 0.03823146 0.23163092
0.20043326]]
Progress: 4.9% ... Training loss: 0.299 ... Validation loss: 0.455[[ 0.31876668]
[-0.28380524]
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[-0.82910939]
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[ 1.13514899]
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[[ 0.05197404 -0.13569081 0.03499597 ..., -0.1306476 0.15213951
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[ 0.03565977 0.05171734 0.12844992 ..., -0.24296143 -0.05548274
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-0.23557751]
[ 0.06467633 -0.03869593 -0.08388992 ..., 0.03811538 0.23293167
0.19916742]]
Progress: 4.9% ... Training loss: 0.309 ... Validation loss: 0.475[[ 0.30158786]
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[-0.80756875]
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[ 1.12312007]
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[[ 0.05090641 -0.13469692 0.03782585 ..., -0.13044449 0.14931514
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[ 0.06454984 -0.03858164 -0.083593 ..., 0.0381403 0.23269914
0.19949313]]
Progress: 4.9% ... Training loss: 0.312 ... Validation loss: 0.466[[ 0.32191285]
[-0.28076926]
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[[ 5.22024462e-02 -1.36022806e-01 3.43280559e-02 ..., -1.30782988e-01
1.52568606e-01 -1.69215340e-01]
[ 3.54655196e-02 5.19084321e-02 1.28959015e-01 ..., -2.42914324e-01
-5.60088463e-02 1.33648612e-01]
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4.80341713e-02 2.01053704e-01]
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[ -2.76343524e-01 -2.22626251e-01 -4.93709187e-02 ..., -1.16465427e-01
-8.71604689e-04 -2.36495385e-01]
[ 6.43031664e-02 -3.83130450e-02 -8.29230960e-02 ..., 3.82103111e-02
2.32058773e-01 2.00195822e-01]]
Progress: 4.9% ... Training loss: 0.320 ... Validation loss: 0.483[[ 0.31255304]
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[[ 0.05215876 -0.13597374 0.03450807 ..., -0.13078092 0.15265119
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[ 0.03539636 0.05196732 0.12912094 ..., -0.24290105 -0.05615901
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[ 0.06431375 -0.03829533 -0.0828743 ..., 0.03821375 0.23220123
0.20021915]]
Progress: 4.9% ... Training loss: 0.300 ... Validation loss: 0.456[[ 0.31455534]
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[[ 0.05218596 -0.13602016 0.03458442 ..., -0.13078772 0.15265546
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[ 0.06417403 -0.0381694 -0.08253214 ..., 0.03825135 0.23188441
0.20056713]]
Progress: 4.9% ... Training loss: 0.301 ... Validation loss: 0.457[[ 0.31090185]
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[[ 0.05148141 -0.13535546 0.03638505 ..., -0.13063006 0.15089512
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[ 0.03525256 0.05210921 0.12952826 ..., -0.24286638 -0.05650143
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-0.23545763]
[ 0.0641651 -0.03814407 -0.08248258 ..., 0.03826208 0.23196486
0.20065369]]
Progress: 4.9% ... Training loss: 0.299 ... Validation loss: 0.455[[ 0.30379911]
[-0.29612345]
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[[ 0.05008387 -0.13401199 0.04020344 ..., -0.13030222 0.14739994
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[ 0.03529707 0.05207134 0.12942488 ..., -0.24287693 -0.05638345
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[ 0.0642364 -0.03820886 -0.08262681 ..., 0.03824907 0.23237836
0.2004748 ]]
Progress: 4.9% ... Training loss: 0.311 ... Validation loss: 0.469[[ 0.31529954]
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[[ 5.13656684e-02 -1.35242188e-01 3.69591889e-02 ..., -1.30621023e-01
1.50745930e-01 -1.66917236e-01]
[ 3.53125008e-02 5.20561745e-02 1.29384319e-01 ..., -2.42880869e-01
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4.74752422e-02 2.02102567e-01]
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[ 6.39464888e-02 -3.78924978e-02 -8.18923999e-02 ..., 3.83201853e-02
2.31762563e-01 2.01219437e-01]]
Progress: 4.9% ... Training loss: 0.301 ... Validation loss: 0.455[[ 0.30586594]
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[[ 0.0500845 -0.13406724 0.04030302 ..., -0.1303531 0.14776987
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[ 0.03517068 0.05217103 0.12971263 ..., -0.24285651 -0.05661829
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[ 0.06351293 -0.03749091 -0.08093612 ..., 0.03841445 0.2309634
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Progress: 4.9% ... Training loss: 0.305 ... Validation loss: 0.462[[ 0.3242677 ]
[-0.28065481]
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[[ 0.05157233 -0.13558208 0.03638623 ..., -0.13073685 0.15157616
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[ 0.06425494 -0.03822719 -0.08286278 ..., 0.03822843 0.23292774
0.20031434]]
Progress: 4.9% ... Training loss: 0.322 ... Validation loss: 0.477[[ 0.30723991]
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[[ 0.05046369 -0.13457364 0.03927628 ..., -0.13054411 0.14850853
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[ 0.0354485 0.05189729 0.12897354 ..., -0.24293304 -0.05589346
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[ 0.06438744 -0.0383362 -0.0831658 ..., 0.03820475 0.23321246
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Progress: 4.9% ... Training loss: 0.305 ... Validation loss: 0.461[[ 0.32031483]
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[[ 0.05075041 -0.13482511 0.03863862 ..., -0.13060193 0.1490877
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[ 0.03543825 0.05190875 0.1290099 ..., -0.24292951 -0.05593116
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[ 0.06447108 -0.03841362 -0.08340882 ..., 0.03818414 0.23345491
0.19976723]]
Progress: 5.0% ... Training loss: 0.305 ... Validation loss: 0.464[[ 0.31617246]
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[[ 0.05193643 -0.13593663 0.03556693 ..., -0.13085008 0.15205434
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[ 0.03548598 0.05186823 0.12889117 ..., -0.24293929 -0.05581591
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[ 0.06353422 -0.03755162 -0.08112031 ..., 0.038375 0.23126741
0.20196477]]
Progress: 5.0% ... Training loss: 0.299 ... Validation loss: 0.456[[ 0.30492919]
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[ 0.59887194]
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[[ 0.0511752 -0.1352323 0.03745717 ..., -0.13069305 0.15021003
-0.16686119]
[ 0.0354518 0.05189662 0.12897633 ..., -0.24293165 -0.05590511
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[ 0.06358763 -0.03760405 -0.08126821 ..., 0.0383674 0.23144504
0.20182716]]
Progress: 5.0% ... Training loss: 0.316 ... Validation loss: 0.472[[ 0.31526639]
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[ 1.13584328]
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[[ 0.05180089 -0.1358356 0.03596639 ..., -0.13085488 0.15179995
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[ 0.03557187 0.05177042 0.12864296 ..., -0.24296629 -0.05551553
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[ 0.06364274 -0.0376347 -0.08141172 ..., 0.03836108 0.23171305
0.20171052]]
Progress: 5.0% ... Training loss: 0.298 ... Validation loss: 0.456[[ 0.32530432]
[-0.28217649]
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[[ 0.0522756 -0.13631534 0.03477219 ..., -0.130964 0.1529962
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[ 0.03578261 0.05155235 0.12806031 ..., -0.24301849 -0.05483701
0.13276354]
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-0.23221569]
[ 0.06390785 -0.03788979 -0.08213663 ..., 0.03830396 0.23248296
0.20106285]]
Progress: 5.0% ... Training loss: 0.315 ... Validation loss: 0.475[[ 0.30600978]
[-0.29887804]
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[ 1.12349487]
[ 0.4148691 ]
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[[ 0.05053995 -0.13478538 0.03899944 ..., -0.13063692 0.14860694
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[ 0.03587262 0.05147762 0.12784131 ..., -0.24303529 -0.05464303
0.13257687]
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-0.23050138]
[ 0.06326929 -0.03730977 -0.08049154 ..., 0.03843155 0.23088061
0.20261796]]
Progress: 5.0% ... Training loss: 0.317 ... Validation loss: 0.476[[ 0.32317764]
[-0.2854632 ]
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[[ 0.05210125 -0.13638764 0.03478439 ..., -0.13105484 0.15278128
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[ 0.03581994 0.05153267 0.12798238 ..., -0.24301931 -0.05479289
0.13267439]
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-0.23160985]
[ 0.06340519 -0.03744272 -0.08090288 ..., 0.03839492 0.2313566
0.20229722]]
Progress: 5.0% ... Training loss: 0.306 ... Validation loss: 0.472[[ 0.31475044]
[-0.29361691]
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[[ 0.05124196 -0.13560744 0.03698573 ..., -0.13088305 0.1505693
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[ 0.03579945 0.05156179 0.12806286 ..., -0.24301586 -0.05484255
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-0.23158952]
[ 0.06258021 -0.03669243 -0.07884995 ..., 0.03857099 0.22949008
0.20433303]]
Progress: 5.0% ... Training loss: 0.298 ... Validation loss: 0.458[[ 0.31743353]
[-0.2920138 ]
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[[ 0.05141066 -0.13575438 0.03677121 ..., -0.13091206 0.15086226
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[ 0.03587959 0.05148373 0.12784603 ..., -0.24303452 -0.05462702
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[ 0.06217347 -0.03629705 -0.07781675 ..., 0.03866947 0.22865056
0.20539085]]
Progress: 5.0% ... Training loss: 0.297 ... Validation loss: 0.458[[ 0.30735545]
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[[ 0.05019066 -0.1345598 0.04002073 ..., -0.1306313 0.14782426
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[ 0.03606879 0.0513082 0.1273711 ..., -0.24307489 -0.05413701
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[ 0.06208579 -0.03620668 -0.07758805 ..., 0.038684 0.22847366
0.20558613]]
Progress: 5.0% ... Training loss: 0.311 ... Validation loss: 0.470[[ 0.32510441]
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[[ 0.05144015 -0.13577526 0.03679832 ..., -0.13093126 0.15116747
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[ 0.03625082 0.05112963 0.1268965 ..., -0.24311795 -0.05367686
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[ 0.06200118 -0.03610079 -0.07733107 ..., 0.03871517 0.22827722
0.20583738]]
Progress: 5.0% ... Training loss: 0.315 ... Validation loss: 0.469[[ 0.31494405]
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[[ 0.0509008 -0.13533372 0.03800762 ..., -0.13084384 0.14996445
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[ 0.03636325 0.05103723 0.12657701 ..., -0.24313704 -0.05337587
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[ 0.06149498 -0.03560106 -0.07608861 ..., 0.03882282 0.22729356
0.2071212 ]]
Progress: 5.0% ... Training loss: 0.298 ... Validation loss: 0.453[[ 0.31877491]
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[[ 0.05115134 -0.13551004 0.03761495 ..., -0.13089733 0.15047927
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[ 0.03627645 0.05111616 0.1267553 ..., -0.24312024 -0.0535598
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[ 0.0611665 -0.03525965 -0.0752523 ..., 0.03889876 0.22660721
0.20795795]]
Progress: 5.0% ... Training loss: 0.300 ... Validation loss: 0.456[[ 0.31857718]
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[[ 0.05096636 -0.13534433 0.0382083 ..., -0.13086049 0.1499466
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[ 0.03597731 0.05136873 0.12744503 ..., -0.24306382 -0.05426187
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[ 0.06127677 -0.03535958 -0.07552276 ..., 0.03887827 0.22692309
0.20765054]]
Progress: 5.0% ... Training loss: 0.298 ... Validation loss: 0.456[[ 0.32324841]
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[[ 0.05134441 -0.1356615 0.03749939 ..., -0.13094567 0.15076143
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[ 0.0361137 0.05124336 0.12709932 ..., -0.24309215 -0.05392238
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[ 0.06101903 -0.03512095 -0.07483074 ..., 0.03892511 0.22643039
0.2081829 ]]
Progress: 5.0% ... Training loss: 0.306 ... Validation loss: 0.462[[ 0.31105445]
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[[ 0.05043629 -0.1348466 0.03981202 ..., -0.13076662 0.14845217
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[ 0.03607082 0.05127363 0.12716347 ..., -0.24308756 -0.05398109
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[ 0.06046191 -0.03460631 -0.07347835 ..., 0.03903747 0.22510683
0.20954452]]
Progress: 5.1% ... Training loss: 0.303 ... Validation loss: 0.459[[ 0.32218485]
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[[ 0.05154026 -0.13592647 0.03707278 ..., -0.13103195 0.1513122
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[ 0.0361168 0.05122941 0.12704389 ..., -0.24309719 -0.05386375
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[ 0.06068331 -0.03481411 -0.07407611 ..., 0.03898517 0.22580809
0.20897786]]
Progress: 5.1% ... Training loss: 0.303 ... Validation loss: 0.462[[ 0.31254599]
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[[ 0.05099342 -0.13544896 0.03850973 ..., -0.13093457 0.14985336
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[ 0.0360489 0.05128979 0.12720548 ..., -0.24308399 -0.05402006
0.13208507]
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[ 0.06038395 -0.03449718 -0.07327056 ..., 0.03903999 0.22512809
0.20961787]]
Progress: 5.1% ... Training loss: 0.300 ... Validation loss: 0.457[[ 0.32139161]
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[-0.800319 ]
[-0.83440098]
[-0.24866686]
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[[ 5.24420511e-02 -1.36834535e-01 3.47444267e-02 ..., -1.31277647e-01
1.53408265e-01 -1.70664424e-01]
[ 3.60181099e-02 5.13186668e-02 1.27286320e-01 ..., -2.43078321e-01
-5.41031010e-02 1.32183623e-01]
[ -1.17746270e-02 -9.42610195e-05 -1.13746211e-01 ..., 1.62696985e-01
4.60727274e-02 2.06778012e-01]
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[ -1.91959518e-01 -1.81342507e-01 -1.17599394e-01 ..., 1.08354126e-01
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[ -2.77986821e-01 -2.21314228e-01 -4.54588113e-02 ..., -1.16258437e-01
-5.53726709e-03 -2.33028298e-01]
[ 6.05496745e-02 -3.46425389e-02 -7.37089849e-02 ..., 3.90033338e-02
2.25702248e-01 2.09167003e-01]]
Progress: 5.1% ... Training loss: 0.302 ... Validation loss: 0.455[[ 0.30960461]
[-0.29965092]
[-0.80902601]
[-0.84533892]
[-0.26081013]
[ 1.13902356]
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[[ 0.05168079 -0.13613383 0.03672977 ..., -0.13112183 0.15127498
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[ 0.03613282 0.05121473 0.12700525 ..., -0.24310034 -0.05382294
0.13189848]
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0.2064712 ]
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[-0.19214914 -0.18117748 -0.11712943 ..., 0.10839215 -0.05100432
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-0.23292064]
[ 0.06059437 -0.03468055 -0.07379912 ..., 0.03899447 0.22585969
0.20903601]]
Progress: 5.1% ... Training loss: 0.306 ... Validation loss: 0.460[[ 0.31272872]
[-0.29590773]
[-0.80424168]
[-0.84068335]
[-0.25626639]
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[[ 5.13253927e-02 -1.35736230e-01 3.77152420e-02 ..., -1.31028909e-01
1.50353274e-01 -1.68038232e-01]
[ 3.62049302e-02 5.11440618e-02 1.26798917e-01 ..., -2.43117707e-01
-5.36274211e-02 1.31692986e-01]
[ -1.17251876e-02 -2.66793135e-04 -1.14237212e-01 ..., 1.62652374e-01
4.60964183e-02 2.07370135e-01]
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[ -1.92041264e-01 -1.81285064e-01 -1.17424588e-01 ..., 1.08363597e-01
-5.07029696e-02 -2.54832965e-02]
[ -2.77545075e-01 -2.21732213e-01 -4.65975730e-02 ..., -1.16376638e-01
-4.49065686e-03 -2.34163579e-01]
[ 6.08741219e-02 -3.49467692e-02 -7.45193412e-02 ..., 3.89231536e-02
2.26759364e-01 2.08432642e-01]]
Progress: 5.1% ... Training loss: 0.299 ... Validation loss: 0.454[[ 0.31329612]
[-0.29556332]
[-0.80389688]
[-0.83966451]
[-0.25480215]
[ 1.14255171]
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[[ 0.05191382 -0.13628874 0.03625119 ..., -0.13116205 0.15194759
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[ 0.03614637 0.05119875 0.12696487 ..., -0.24310421 -0.05383145
0.13186304]
[-0.01134423 -0.00063513 -0.11519223 ..., 0.16255463 0.04712199
0.2065173 ]
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[-0.19181357 -0.18149945 -0.11798655 ..., 0.10830879 -0.05015777
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-0.23352118]
[ 0.06116375 -0.03521498 -0.07516095 ..., 0.03885686 0.22769677
0.20777424]]
Progress: 5.1% ... Training loss: 0.299 ... Validation loss: 0.451[[ 0.31138194]
[-0.29666351]
[-0.8060298 ]
[-0.83949302]
[-0.25471817]
[ 1.13921591]
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[[ 0.05138568 -0.1357833 0.03758377 ..., -0.13105087 0.15067709
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[ 0.03618988 0.05115752 0.12685856 ..., -0.24311351 -0.05372335
0.13177311]
[-0.01313975 0.00101544 -0.1107408 ..., 0.16294143 0.04249064
0.21069935]
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[-0.1919207 -0.18139653 -0.11767278 ..., 0.10833391 -0.05052231
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-0.23398327]
[ 0.06107152 -0.03512852 -0.07494731 ..., 0.03887572 0.2276936
0.20796933]]
Progress: 5.1% ... Training loss: 0.300 ... Validation loss: 0.456[[ 0.31945388]
[-0.29002054]
[-0.80080471]
[-0.83222582]
[-0.24645777]
[ 1.14389384]
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[[ 0.05200035 -0.13640524 0.03603249 ..., -0.13120631 0.15218738
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[ 0.03624323 0.05110731 0.12672012 ..., -0.24312579 -0.05359469
0.13164702]
[-0.01444725 0.00229311 -0.10717219 ..., 0.16322954 0.03897404
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[-0.19181609 -0.18150262 -0.11789161 ..., 0.1083075 -0.05025357
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[-0.27742215 -0.2218242 -0.04690757 ..., -0.11640329 -0.00418163
-0.23429189]
[ 0.06124965 -0.03531103 -0.07551897 ..., 0.03882994 0.22835688
0.20747204]]
Progress: 5.1% ... Training loss: 0.299 ... Validation loss: 0.458[[ 0.3077721 ]
[-0.2997919 ]
[-0.81028272]
[-0.84035296]
[-0.25660811]
[ 1.13193416]
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[[ 0.05066617 -0.1351835 0.03942117 ..., -0.13093159 0.14881248
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[ 0.03610222 0.05123264 0.12706487 ..., -0.24309636 -0.05394715
0.13198836]
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0.21759734]
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[-0.19180316 -0.18151908 -0.11792824 ..., 0.10830343 -0.05030401
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-0.23314545]
[ 0.06093437 -0.03501334 -0.07473428 ..., 0.03889944 0.22766648
0.20824708]]
Progress: 5.1% ... Training loss: 0.312 ... Validation loss: 0.469[[ 0.31851072]
[-0.28971853]
[-0.80092234]
[-0.83160432]
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[[ 0.05171566 -0.13617948 0.03680547 ..., -0.13118554 0.15141893
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[ 0.03632113 0.05102292 0.1264914 ..., -0.24314729 -0.05339097
0.13145177]
[-0.01454532 0.00221616 -0.10718389 ..., 0.16319473 0.03897386
0.2141802 ]
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[-0.19154889 -0.18176091 -0.11856192 ..., 0.10824172 -0.04955619
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-0.2334764 ]
[ 0.06106527 -0.0351168 -0.07507192 ..., 0.0388652 0.22818911
0.20794072]]
Progress: 5.1% ... Training loss: 0.298 ... Validation loss: 0.461[[ 0.32210196]
[-0.28694077]
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[-0.83015835]
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[[ 0.0516516 -0.13611528 0.03707142 ..., -0.13116483 0.1508937
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[ 0.03632378 0.05102024 0.12648219 ..., -0.24314777 -0.05338093
0.13144965]
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[-0.19165401 -0.18166525 -0.1183381 ..., 0.10826353 -0.04981725
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-0.23314998]
[ 0.06131877 -0.03534846 -0.07568952 ..., 0.03881068 0.2288217
0.20733978]]
Progress: 5.1% ... Training loss: 0.303 ... Validation loss: 0.463[[ 0.31120587]
[-0.29753379]
[-0.8081612 ]
[-0.84003519]
[-0.25581611]
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[[ 0.05071517 -0.13524047 0.03954721 ..., -0.13099204 0.14848345
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[ 0.03615096 0.05117406 0.12690423 ..., -0.24311459 -0.0538038
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[-0.19180319 -0.18153872 -0.1179988 ..., 0.10829008 -0.05023796
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-0.23204097]
[ 0.06128749 -0.03530996 -0.07560311 ..., 0.03881878 0.22888214
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Progress: 5.1% ... Training loss: 0.302 ... Validation loss: 0.458[[ 0.32125399]
[-0.28890603]
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[[ 0.05111845 -0.13567214 0.03841356 ..., -0.13108974 0.14971554
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[ 0.03612286 0.05120118 0.12697695 ..., -0.24310813 -0.05387894
0.13193219]
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[-0.19184689 -0.18149954 -0.11786634 ..., 0.10829995 -0.05032194
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-0.23282697]
[ 0.06192244 -0.03593071 -0.07734997 ..., 0.03868196 0.23064965
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Progress: 5.1% ... Training loss: 0.299 ... Validation loss: 0.458[[ 0.32020628]
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[-0.80108886]
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[[ 0.05168338 -0.13616624 0.03714098 ..., -0.13118677 0.15087989
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[ 0.0361253 0.05119989 0.12696172 ..., -0.24310887 -0.05385771
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[-0.19218474 -0.18119124 -0.11711752 ..., 0.10836386 -0.05117308
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-0.23356775]
[ 0.06196479 -0.03595871 -0.07746455 ..., 0.03867965 0.23083112
0.20561861]]
Progress: 5.1% ... Training loss: 0.299 ... Validation loss: 0.453[[ 0.32820951]
[-0.28320759]
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[-0.24387115]
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[[ 5.29613895e-02 -1.37359495e-01 3.41594019e-02 ..., -1.31453650e-01
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[ 3.61846698e-02 5.11327005e-02 1.26782143e-01 ..., -2.43127200e-01
-5.36004093e-02 1.31797744e-01]
[ -1.24330116e-02 1.68373885e-04 -1.12132489e-01 ..., 1.62756905e-01
4.38435668e-02 2.09292312e-01]
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[ -1.91758322e-01 -1.81578421e-01 -1.18131440e-01 ..., 1.08278378e-01
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[ -2.77766180e-01 -2.21556285e-01 -4.59850765e-02 ..., -1.16341008e-01
-5.16033238e-03 -2.33611395e-01]
[ 6.23367013e-02 -3.63042370e-02 -7.84155558e-02 ..., 3.86014566e-02
2.31785472e-01 2.04682211e-01]]
Progress: 5.2% ... Training loss: 0.320 ... Validation loss: 0.473[[ 0.31896121]
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[-0.25214093]
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[[ 5.25787756e-02 -1.36999044e-01 3.50680494e-02 ..., -1.31387864e-01
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[ 3.63850010e-02 5.09595790e-02 1.26297197e-01 ..., -2.43161521e-01
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[ -1.20415081e-02 -1.92144448e-04 -1.13095418e-01 ..., 1.62681817e-01
4.47698463e-02 2.08753570e-01]
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[ -1.91850100e-01 -1.81503119e-01 -1.17877410e-01 ..., 1.08288811e-01
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[ -2.78266123e-01 -2.21123917e-01 -4.47924125e-02 ..., -1.16259996e-01
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[ 6.17411605e-02 -3.57511127e-02 -7.69019146e-02 ..., 3.87108019e-02
2.30435549e-01 2.06174271e-01]]
Progress: 5.2% ... Training loss: 0.299 ... Validation loss: 0.448[[ 0.31006093]
[-0.29769858]
[-0.80940142]
[-0.84454209]
[-0.26036104]
[ 1.1420926 ]
[ 0.4200049 ]
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[[ 0.05225895 -0.13665353 0.03597696 ..., -0.13132185 0.15205027
-0.17043278]
[ 0.03629821 0.05103063 0.12643286 ..., -0.24314494 -0.05328008
0.13154884]
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-0.02721908]
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-0.23113921]
[ 0.06198776 -0.03596964 -0.07753698 ..., 0.03865982 0.23114021
0.205605 ]]
Progress: 5.2% ... Training loss: 0.304 ... Validation loss: 0.457[[ 0.31427593]
[-0.29432214]
[-0.80664337]
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[ 1.14293187]
[ 0.42118967]
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[ 0.82313734]
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[[ 0.05260317 -0.13696986 0.03523553 ..., -0.13138747 0.15284161
-0.1712071 ]
[ 0.03624978 0.05107525 0.12654987 ..., -0.2431345 -0.05339617
0.13167373]
[-0.01487507 0.00255775 -0.10561145 ..., 0.16331468 0.0373176
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[-0.19126304 -0.18201403 -0.11925326 ..., 0.10815938 -0.04889703
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-0.23234306]
[ 0.06202615 -0.03600554 -0.07763585 ..., 0.03865088 0.2313673
0.20548999]]
Progress: 5.2% ... Training loss: 0.297 ... Validation loss: 0.456[[ 0.31078036]
[-0.29616453]
[-0.80858657]
[-0.84137327]
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[ 1.14232119]
[ 0.41951903]
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[ 0.82045066]
[-0.79297576]]
[[ 0.05272599 -0.13706132 0.03504692 ..., -0.13141023 0.1531008
-0.17147666]
[ 0.03606615 0.05125416 0.12701426 ..., -0.24309464 -0.05387952
0.13210266]
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-0.23339212]
[ 0.06256724 -0.03652105 -0.07907956 ..., 0.03853112 0.23277791
0.20415199]]
Progress: 5.2% ... Training loss: 0.300 ... Validation loss: 0.456[[ 0.31944905]
[-0.28837268]
[-0.80043106]
[-0.83192165]
[-0.24709799]
[ 1.14849688]
[ 0.4284045 ]
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[[ 0.05324652 -0.13754879 0.03360607 ..., -0.13152903 0.15450037
-0.17260006]
[ 0.03642226 0.05092438 0.12610678 ..., -0.24317654 -0.05298239
0.13123685]
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-0.2339917 ]
[ 0.06253835 -0.03647172 -0.07900809 ..., 0.03854267 0.23280395
0.20425296]]
Progress: 5.2% ... Training loss: 0.300 ... Validation loss: 0.457[[ 0.31713559]
[-0.29068579]
[-0.80298288]
[-0.83663277]
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[ 1.14984465]
[ 0.42833795]
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[[ 0.05332878 -0.13761685 0.03357248 ..., -0.1315435 0.15448494
-0.17279462]
[ 0.03642226 0.05092438 0.12610678 ..., -0.24317654 -0.05298239
0.13123685]
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0.21279852]
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-0.23388086]
[ 0.0624002 -0.03633665 -0.07863734 ..., 0.03857231 0.23257506
0.20457559]]
Progress: 5.2% ... Training loss: 0.299 ... Validation loss: 0.450[[ 0.30729062]
[-0.29842531]
[-0.80845597]
[-0.84486647]
[-0.26011388]
[ 1.1415969 ]
[ 0.41901652]
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[[ 0.05219133 -0.13653392 0.03657391 ..., -0.1312953 0.15159095
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[ 0.03641298 0.05092875 0.12612462 ..., -0.24317477 -0.05300409
0.13131086]
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-0.23391704]
[ 0.06218494 -0.03612019 -0.07811897 ..., 0.0386204 0.23215722
0.20517227]]
Progress: 5.2% ... Training loss: 0.306 ... Validation loss: 0.461[[ 0.31719419]
[-0.28792277]
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[ 1.14984406]
[ 0.42901942]
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[[ 0.0525939 -0.13686051 0.03568665 ..., -0.13137235 0.15271321
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[ 0.03644012 0.05090185 0.12605241 ..., -0.24318045 -0.05292972
0.13123603]
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-0.23473442]
[ 0.06234836 -0.03627115 -0.0785324 ..., 0.03858774 0.23275162
0.20479455]]
Progress: 5.2% ... Training loss: 0.301 ... Validation loss: 0.452[[ 0.31360175]
[-0.29162485]
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[ 1.14782979]
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[[ 0.05259726 -0.13685477 0.03569255 ..., -0.13136429 0.15286238
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[ 0.03671946 0.0506489 0.12539419 ..., -0.24323674 -0.05220866
0.13054809]
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0.21282058]
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[ 0.06206658 -0.03600219 -0.07782615 ..., 0.03864473 0.23229742
0.20547249]]
Progress: 5.2% ... Training loss: 0.298 ... Validation loss: 0.451[[ 0.32204237]
[-0.28567722]
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[ 1.15358218]
[ 0.43189482]
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[[ 0.05342044 -0.13769723 0.03352355 ..., -0.13156567 0.15513497
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[ 0.03678013 0.05058494 0.12521428 ..., -0.2432523 -0.05201731
0.13039191]
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[-0.19211628 -0.18126651 -0.11716259 ..., 0.10833191 -0.05129184
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-0.23418173]
[ 0.06197827 -0.03592376 -0.07757385 ..., 0.03866189 0.23217074
0.20569785]]
Progress: 5.2% ... Training loss: 0.308 ... Validation loss: 0.460[[ 0.30454768]
[-0.2991792 ]
[-0.80844056]
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[ 0.41786093]
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[[ 0.05167614 -0.13609533 0.03793341 ..., -0.13121179 0.15089633
-0.16875167]
[ 0.03691191 0.05047131 0.12488644 ..., -0.24327567 -0.05168284
0.12994426]
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-0.232944 ]
[ 0.06203232 -0.03594841 -0.0776269 ..., 0.0386614 0.23238292
0.20561949]]
Progress: 5.2% ... Training loss: 0.312 ... Validation loss: 0.468[[ 0.32110928]
[-0.28478728]
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[ 0.43287294]
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[[ 0.0529271 -0.13731914 0.03463949 ..., -0.13152929 0.153998
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[ 0.03704669 0.0503393 0.12453064 ..., -0.24330845 -0.05134551
0.12960973]
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-0.23360024]
[ 0.06235175 -0.03627832 -0.07850044 ..., 0.03857722 0.23329774
0.20470282]]
Progress: 5.2% ... Training loss: 0.308 ... Validation loss: 0.462[[ 0.30936953]
[-0.29451512]
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[ 1.14360763]
[ 0.42172399]
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[[ 0.05195847 -0.13643086 0.037118 ..., -0.13134204 0.15159699
-0.1695529 ]
[ 0.0370164 0.05036889 0.12460738 ..., -0.2433019 -0.0514158
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[ 0.0625579 -0.03646404 -0.07898376 ..., 0.03854141 0.23390404
0.20414227]]
Progress: 5.2% ... Training loss: 0.300 ... Validation loss: 0.457[[ 0.31937656]
[-0.28720396]
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[[ 0.05266439 -0.13713107 0.03520383 ..., -0.13150949 0.15357844
-0.17127368]
[ 0.03702033 0.0503675 0.12460435 ..., -0.24330245 -0.05140325
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[ 0.06260732 -0.0365192 -0.07913068 ..., 0.03852784 0.23423091
0.20405501]]
Progress: 5.2% ... Training loss: 0.302 ... Validation loss: 0.460[[ 0.31133425]
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[[ 0.05215161 -0.13670447 0.03649527 ..., -0.13142079 0.15234651
-0.17016716]
[ 0.03694825 0.05043195 0.12478446 ..., -0.24328979 -0.05156791
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-0.23349658]
[ 0.06256217 -0.03648874 -0.07900682 ..., 0.03853664 0.23418926
0.20414935]]
Progress: 5.3% ... Training loss: 0.298 ... Validation loss: 0.454[[ 0.31468141]
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[ 0.42498989]
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[[ 0.05159522 -0.13619943 0.03788767 ..., -0.13129834 0.15074559
-0.16893721]
[ 0.03693794 0.05042266 0.12476863 ..., -0.24329202 -0.05150463
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[ 0.06296935 -0.03688991 -0.08008023 ..., 0.03843813 0.23524463
0.20307442]]
Progress: 5.3% ... Training loss: 0.296 ... Validation loss: 0.457[[ 0.3036588 ]
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[[ 0.05079346 -0.13544798 0.04001901 ..., -0.13110491 0.14832137
-0.16696188]
[ 0.03710796 0.05026778 0.12433734 ..., -0.24332753 -0.05113513
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[ 0.06263861 -0.03658582 -0.0792324 ..., 0.03851143 0.23440663
0.20388422]]
Progress: 5.3% ... Training loss: 0.319 ... Validation loss: 0.478[[ 0.3265976 ]
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[ 0.06281261 -0.03675378 -0.07968858 ..., 0.03846644 0.23490245
0.20344355]]
Progress: 5.3% ... Training loss: 0.321 ... Validation loss: 0.492[[ 0.30899999]
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[[ 0.05177069 -0.13654565 0.03750034 ..., -0.13143695 0.15110767
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[ 0.03693139 0.05040412 0.12472137 ..., -0.2432981 -0.05159094
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[ 0.06240855 -0.03638492 -0.07865125 ..., 0.03854869 0.23415026
0.20446265]]
Progress: 5.3% ... Training loss: 0.301 ... Validation loss: 0.460[[ 0.3126489 ]
[-0.29038439]
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[ 0.0627267 -0.03669443 -0.07951424 ..., 0.0384639 0.23497372
0.20362775]]
Progress: 5.3% ... Training loss: 0.296 ... Validation loss: 0.459[[ 0.31389297]
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[ 1.14586173]
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[[ 0.05213982 -0.13687075 0.03682007 ..., -0.13152933 0.15188041
-0.17032644]
[ 0.03695491 0.05037908 0.12465689 ..., -0.24330264 -0.05152264
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[ 0.06247856 -0.03645941 -0.07888441 ..., 0.03852171 0.23447023
0.20425594]]
Progress: 5.3% ... Training loss: 0.296 ... Validation loss: 0.460[[ 0.31917626]
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[[ 0.05188103 -0.13661533 0.03752278 ..., -0.13147053 0.15139185
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[ 0.06244971 -0.03640474 -0.07879575 ..., 0.03853329 0.23445359
0.20438073]]
Progress: 5.3% ... Training loss: 0.299 ... Validation loss: 0.464[[ 0.32608606]
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[[ 0.05276872 -0.13740196 0.0353905 ..., -0.13166462 0.15347208
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[ 0.03732903 0.05003595 0.12369395 ..., -0.24338757 -0.05053407
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[ 0.06286417 -0.03676536 -0.07978242 ..., 0.03844892 0.23549858
0.20325134]]
Progress: 5.3% ... Training loss: 0.317 ... Validation loss: 0.479[[ 0.30755577]
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[ 0.06239497 -0.03633604 -0.07862749 ..., 0.03854683 0.23450697
0.20440442]]
Progress: 5.3% ... Training loss: 0.308 ... Validation loss: 0.466[[ 0.31533691]
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[ 0.06274353 -0.0366871 -0.07957231 ..., 0.03845266 0.23545693
0.20349312]]
Progress: 5.3% ... Training loss: 0.295 ... Validation loss: 0.456[[ 0.31682451]
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[[ 0.05191896 -0.13667797 0.03757338 ..., -0.13148673 0.1513568 -0.169575 ]
[ 0.03719145 0.0501611 0.12402021 ..., -0.24335834 -0.05088455
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[ 0.06359422 -0.03745765 -0.08168341 ..., 0.03826329 0.23761083
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Progress: 5.3% ... Training loss: 0.296 ... Validation loss: 0.461[[ 0.3195798 ]
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[ 0.03702612 0.05031558 0.12442691 ..., -0.2433218 -0.05131427
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0.20316643]]
Progress: 5.3% ... Training loss: 0.297 ... Validation loss: 0.460[[ 0.31549597]
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[[ 0.05244836 -0.13719753 0.03617676 ..., -0.13161805 0.15297305
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[ 0.06283802 -0.03671059 -0.07987416 ..., 0.03844618 0.23605618
0.20336028]]
Progress: 5.3% ... Training loss: 0.295 ... Validation loss: 0.457[[ 0.31975493]
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[[ 0.05296564 -0.13768472 0.03496241 ..., -0.13174649 0.15427205
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[ 0.06298651 -0.03684526 -0.08023653 ..., 0.03840926 0.23649042
0.20299686]]
Progress: 5.3% ... Training loss: 0.297 ... Validation loss: 0.462[[ 0.32554641]
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[[ 0.05334191 -0.13800283 0.03415466 ..., -0.13183814 0.155022
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[ 0.03696831 0.05037031 0.12456619 ..., -0.24330658 -0.05148339
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[ 0.06309749 -0.03696194 -0.08056345 ..., 0.0383796 0.23680768
0.20270349]]
Progress: 5.4% ... Training loss: 0.307 ... Validation loss: 0.479[[ 0.31447353]
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[[ 0.05236878 -0.13713833 0.03679257 ..., -0.13163324 0.15252846
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[ 0.03705569 0.05029679 0.1243531 ..., -0.24332503 -0.05126703
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[ 0.06281301 -0.03671239 -0.07985619 ..., 0.03843355 0.2362062
0.20336823]]
Progress: 5.4% ... Training loss: 0.298 ... Validation loss: 0.458[[ 0.31145254]
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-0.16971791]
[ 0.03700689 0.05034744 0.12449249 ..., -0.24331231 -0.05140832
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[ 0.06294159 -0.03680667 -0.08017228 ..., 0.03841184 0.23667085
0.20309648]]
Progress: 5.4% ... Training loss: 0.302 ... Validation loss: 0.464[[ 0.33259408]
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[[ 0.05288622 -0.1376318 0.03555956 ..., -0.13176768 0.15372771
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[ 0.0373974 0.04997197 0.1234658 ..., -0.24341185 -0.05036297
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[ 0.063387 -0.03724124 -0.08130788 ..., 0.03829341 0.23787307
0.20193395]]
Progress: 5.4% ... Training loss: 0.338 ... Validation loss: 0.507[[ 0.310833 ]
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[[ 0.051062 -0.1360878 0.03996797 ..., -0.13143364 0.14946271
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[ 0.0627904 -0.03672026 -0.07989225 ..., 0.03840967 0.23654376
0.20334377]]
Progress: 5.4% ... Training loss: 0.303 ... Validation loss: 0.466[[ 0.30657416]
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[ 0.41526065]
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[ 0.06237822 -0.03632365 -0.07888818 ..., 0.03851938 0.23561794
0.20438268]]
Progress: 5.4% ... Training loss: 0.316 ... Validation loss: 0.479[[ 0.32578348]
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[ 0.03730504 0.05003275 0.12362933 ..., -0.24341071 -0.05042705
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[ 0.0628293 -0.03677113 -0.08016201 ..., 0.03839389 0.23680445
0.20319512]]
Progress: 5.4% ... Training loss: 0.309 ... Validation loss: 0.480[[ 0.31662293]
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[[ 0.0520134 -0.13707208 0.03765111 ..., -0.13173417 0.15175905
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[ 0.06259335 -0.03655808 -0.07953111 ..., 0.03843827 0.23640147
0.20380417]]
Progress: 5.4% ... Training loss: 0.296 ... Validation loss: 0.463[[ 0.31595467]
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[ 0.0625313 -0.03648436 -0.07927724 ..., 0.03845617 0.23633104
0.20391253]]
Progress: 5.4% ... Training loss: 0.295 ... Validation loss: 0.460[[ 0.31550046]
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[ 0.06242796 -0.03638712 -0.07901589 ..., 0.03848325 0.23618301
0.20419119]]
Progress: 5.4% ... Training loss: 0.295 ... Validation loss: 0.459[[ 0.31105687]
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[ 0.42234769]
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[[ 0.05141181 -0.13651132 0.03937284 ..., -0.13157987 0.15020529
-0.1681212 ]
[ 0.03792705 0.0494545 0.12203866 ..., -0.24356111 -0.04879429
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[ 0.06176881 -0.03577415 -0.07738839 ..., 0.03864523 0.23464245
0.20585947]]
Progress: 5.4% ... Training loss: 0.301 ... Validation loss: 0.463[[ 0.316689 ]
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Progress: 5.4% ... Training loss: 0.295 ... Validation loss: 0.459[[ 0.32168443]
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[ 0.06162553 -0.03561443 -0.07695274 ..., 0.03869162 0.23454306
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Progress: 5.4% ... Training loss: 0.300 ... Validation loss: 0.463[[ 0.30192238]
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Progress: 5.4% ... Training loss: 0.333 ... Validation loss: 0.501[[ 0.32218807]
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Progress: 5.4% ... Training loss: 0.300 ... Validation loss: 0.462[[ 0.30702092]
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[ 0.03705188 0.05027048 0.12413263 ..., -0.24335073 -0.05101067
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[ 0.06227956 -0.03626441 -0.07861873 ..., 0.03852044 0.23645152
0.20434077]]
Progress: 5.5% ... Training loss: 0.317 ... Validation loss: 0.482[[ 0.33114609]
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[[ 0.05240737 -0.137718 0.03671139 ..., -0.13197461 0.15246678
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[ 0.03729931 0.05002287 0.12344987 ..., -0.24342279 -0.05023095
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[ 0.06299189 -0.03696361 -0.08050331 ..., 0.03832638 0.23827773
0.2025539 ]]
Progress: 5.5% ... Training loss: 0.328 ... Validation loss: 0.485[[ 0.31721752]
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[[ 0.05159646 -0.13698866 0.03886536 ..., -0.13181958 0.15036673
-0.16921138]
[ 0.037272 0.05004593 0.1235143 ..., -0.24341758 -0.05029907
0.12849402]
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-0.23495545]
[ 0.06289626 -0.03685537 -0.08019727 ..., 0.03834516 0.23827463
0.202821 ]]
Progress: 5.5% ... Training loss: 0.295 ... Validation loss: 0.455[[ 0.31412 ]
[-0.29404396]
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[ 1.15001772]
[ 0.42121465]
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[[ 0.05141087 -0.13681292 0.03937643 ..., -0.13178227 0.14993264
-0.16867955]
[ 0.037153 0.05015278 0.12382021 ..., -0.24338857 -0.05059416
0.12875605]
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-0.23493154]
[ 0.06263822 -0.03660616 -0.07954899 ..., 0.03841146 0.23780696
0.20351396]]
Progress: 5.5% ... Training loss: 0.298 ... Validation loss: 0.461[[ 0.31880748]
[-0.28906704]
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[ 1.1538338 ]
[ 0.4262709 ]
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[[ 0.05198702 -0.13733956 0.0381359 ..., -0.13193785 0.15119118
-0.17008349]
[ 0.03714684 0.05015486 0.12382698 ..., -0.24338767 -0.05059949
0.12877177]
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-0.23491306]
[ 0.06330364 -0.03725282 -0.08120611 ..., 0.03823935 0.23949383
0.20187733]]
Progress: 5.5% ... Training loss: 0.295 ... Validation loss: 0.460[[ 0.31473267]
[-0.29286123]
[-0.80247787]
[-0.83857449]
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[ 1.15064728]
[ 0.42268706]
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[-0.79171859]]
[[ 0.05113174 -0.13656707 0.04022291 ..., -0.13173632 0.14900874
-0.16800345]
[ 0.03719594 0.05010921 0.12370144 ..., -0.24339825 -0.0504852
0.12866553]
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-0.23477148]
[ 0.06352245 -0.03745645 -0.08176228 ..., 0.03818574 0.24007329
0.20131204]]
Progress: 5.5% ... Training loss: 0.297 ... Validation loss: 0.462[[ 0.32812725]
[-0.27971327]
[-0.79197964]
[-0.82785549]
[-0.24389141]
[ 1.16520593]
[ 0.43560871]
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[[ 0.05260315 -0.13792462 0.03670363 ..., -0.13210156 0.15246666
-0.17146191]
[ 0.0372576 0.05004878 0.12353148 ..., -0.24341547 -0.05030701
0.12849723]
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-0.23640466]
[ 0.06345643 -0.0373796 -0.08150199 ..., 0.03820874 0.24001418
0.2014229 ]]
Progress: 5.5% ... Training loss: 0.318 ... Validation loss: 0.470[[ 0.31483193]
[-0.29183847]
[-0.80220893]
[-0.84109139]
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[ 1.15663861]
[ 0.42307159]
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[[ 0.05260388 -0.13792678 0.03680837 ..., -0.13210043 0.15228149
-0.17142668]
[ 0.03736923 0.04995394 0.12326184 ..., -0.24343746 -0.05003218
0.12828986]
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-0.23509054]
[ 0.0635932 -0.03748098 -0.08198255 ..., 0.03819236 0.24055436
0.20118559]]
Progress: 5.5% ... Training loss: 0.297 ... Validation loss: 0.455[[ 0.32170253]
[-0.28457445]
[-0.79643722]
[-0.83425603]
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[ 1.16079678]
[ 0.42976062]
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[[ 0.05331831 -0.13860994 0.0349659 ..., -0.1322948 0.1542627
-0.17309442]
[ 0.03725906 0.05006784 0.12357245 ..., -0.24341348 -0.05030477
0.12860307]
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[-0.1904803 -0.18312134 -0.12136377 ..., 0.10770624 -0.04856903
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-0.23500858]
[ 0.06344715 -0.03732473 -0.08156874 ..., 0.03822604 0.24036272
0.20155723]]
Progress: 5.5% ... Training loss: 0.298 ... Validation loss: 0.456[[ 0.32240207]
[-0.28460462]
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[ 1.16112294]
[ 0.42881531]
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[[ 0.05421725 -0.13943596 0.03260948 ..., -0.13249737 0.15630212
-0.17511828]
[ 0.03726562 0.0500654 0.12352373 ..., -0.24341244 -0.05035246
0.12856296]
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-0.2350205 ]
[ 0.06306316 -0.03695855 -0.08057048 ..., 0.03832941 0.2394799
0.20261683]]
Progress: 5.5% ... Training loss: 0.299 ... Validation loss: 0.462[[ 0.31625369]
[-0.29070745]
[-0.80084251]
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[ 1.15639305]
[ 0.42319342]
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[[ 0.05356079 -0.13885255 0.03427415 ..., -0.13236117 0.15492427
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[ 0.03727526 0.05005669 0.12349937 ..., -0.24341465 -0.05032686
0.1285453 ]
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[-0.19069036 -0.18295027 -0.12085762 ..., 0.10774769 -0.04913749
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-0.23395909]
[ 0.06297528 -0.03688043 -0.08038071 ..., 0.03834282 0.2393898
0.20273363]]
Progress: 5.5% ... Training loss: 0.296 ... Validation loss: 0.455[[ 0.31890785]
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[[ 0.05385299 -0.1391178 0.03352414 ..., -0.13243573 0.15554919
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[ 0.03729323 0.05004066 0.1234536 ..., -0.24341881 -0.05029681
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[-0.19031642 -0.18330474 -0.12184342 ..., 0.10765848 -0.04826767
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-0.23410356]
[ 0.06245847 -0.03636532 -0.07897226 ..., 0.03848328 0.23812874
0.20407595]]
Progress: 5.5% ... Training loss: 0.295 ... Validation loss: 0.456[[ 0.32463131]
[-0.28335877]
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[ 1.15980998]
[ 0.42892085]
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[[ 0.05424086 -0.13948774 0.03249272 ..., -0.13253132 0.15656643
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[ 0.03711787 0.05020342 0.12390153 ..., -0.24337563 -0.05073527
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[ 0.06262208 -0.03651254 -0.07943864 ..., 0.03844712 0.2386597
0.20371499]]
Progress: 5.5% ... Training loss: 0.302 ... Validation loss: 0.463[[ 0.3263844 ]
[-0.28253789]
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[ 1.16424059]
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[[ 0.05493082 -0.14012062 0.03091922 ..., -0.13267943 0.15837752
-0.17712471]
[ 0.03695997 0.05034103 0.12428248 ..., -0.24334192 -0.05113985
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-0.23454779]
[ 0.06276844 -0.0366266 -0.07980109 ..., 0.03841718 0.23916614
0.20337125]]
Progress: 5.5% ... Training loss: 0.305 ... Validation loss: 0.465[[ 0.31157466]
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[[ 0.05307544 -0.13850774 0.03536519 ..., -0.13226641 0.15372601
-0.17258032]
[ 0.03699931 0.0503095 0.124191 ..., -0.24334925 -0.05107199
0.12911502]
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-0.23419415]
[ 0.06213847 -0.0360838 -0.07826443 ..., 0.03855404 0.2376854
0.20487775]]
Progress: 5.5% ... Training loss: 0.306 ... Validation loss: 0.467[[ 0.32722151]
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[[ 0.05463331 -0.14004398 0.03131225 ..., -0.13269673 0.15759457
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[ 0.03707686 0.05023393 0.12398771 ..., -0.2433685 -0.05087516
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-0.2359927 ]
[ 0.06227846 -0.03621834 -0.07866082 ..., 0.03852112 0.23811414
0.20456289]]
Progress: 5.6% ... Training loss: 0.305 ... Validation loss: 0.470[[ 0.32269901]
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[[ 0.05393408 -0.13941005 0.03319424 ..., -0.13253905 0.15585779
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[ 0.03711745 0.05019784 0.12389429 ..., -0.24337714 -0.05079614
0.1288371 ]
[-0.0206668 0.00612785 -0.08977504 ..., 0.1637364 0.02220716
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[-0.191001 -0.18275287 -0.12022911 ..., 0.10778428 -0.05000067
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-0.23470623]
[ 0.06215264 -0.03607987 -0.07836578 ..., 0.03855429 0.23801783
0.20491899]]
Progress: 5.6% ... Training loss: 0.296 ... Validation loss: 0.456[[ 0.31997677]
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[[ 0.05422263 -0.1396532 0.03255739 ..., -0.13259846 0.15644032
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[ 0.03716209 0.05015152 0.12376382 ..., -0.24338958 -0.05066147
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[ 0.06216243 -0.03609027 -0.07838213 ..., 0.03855487 0.23802347
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Progress: 5.6% ... Training loss: 0.295 ... Validation loss: 0.457[[ 0.32328005]
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[[ 0.05426543 -0.13969785 0.03262699 ..., -0.1326146 0.15635633
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[ 0.03730802 0.05001888 0.12339888 ..., -0.24342508 -0.05028231
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0.20473712]]
Progress: 5.6% ... Training loss: 0.297 ... Validation loss: 0.461[[ 0.32388585]
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[[ 0.05448351 -0.13988727 0.03224752 ..., -0.13267202 0.15699135
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[ 0.0621169 -0.03602543 -0.07822975 ..., 0.03856358 0.23802678
0.20495167]]
Progress: 5.6% ... Training loss: 0.297 ... Validation loss: 0.462[[ 0.32434411]
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[[ 0.05418636 -0.13964854 0.03299293 ..., -0.13259776 0.15617817
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[ 0.03702116 0.05025218 0.12399332 ..., -0.24336318 -0.0509604
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[ 0.061987 -0.0359035 -0.07794456 ..., 0.03859523 0.2378053
0.20524273]]
Progress: 5.6% ... Training loss: 0.297 ... Validation loss: 0.466[[ 0.32331732]
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[ 0.03715458 0.05013391 0.12366144 ..., -0.24339486 -0.05061491
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[ 0.0619319 -0.03585059 -0.07778043 ..., 0.03860986 0.23769424
0.20537942]]
Progress: 5.6% ... Training loss: 0.295 ... Validation loss: 0.463[[ 0.3210974 ]
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[[ 0.05328771 -0.13883533 0.03524281 ..., -0.13238793 0.15379123
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[ 0.06187796 -0.03579297 -0.07763123 ..., 0.0386252 0.23759788
0.20547875]]
Progress: 5.6% ... Training loss: 0.295 ... Validation loss: 0.462[[ 0.32669192]
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[[ 0.05373292 -0.13918867 0.03420057 ..., -0.13246923 0.15471302
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[ 0.03735426 0.04995674 0.12317961 ..., -0.2434447 -0.05010609
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[ 0.06188561 -0.03578988 -0.07764343 ..., 0.03863574 0.23775312
0.20541304]]
Progress: 5.6% ... Training loss: 0.302 ... Validation loss: 0.468[[ 0.31563906]
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[[ 0.05314355 -0.13867783 0.03564203 ..., -0.13235303 0.15322295
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[ 0.06154058 -0.03548966 -0.0767804 ..., 0.03871109 0.23703552
0.20623452]]
Progress: 5.6% ... Training loss: 0.298 ... Validation loss: 0.462[[ 0.32796399]
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0.20546035]]
Progress: 5.6% ... Training loss: 0.306 ... Validation loss: 0.475[[ 0.31303563]
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[[ 0.05293667 -0.1385451 0.0361788 ..., -0.13236578 0.15249051
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[ 0.06175241 -0.03569562 -0.07738034 ..., 0.03865218 0.23764816
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Progress: 5.6% ... Training loss: 0.304 ... Validation loss: 0.465[[ 0.32921051]
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[[ 0.05377894 -0.13932235 0.03423692 ..., -0.13258169 0.15441632
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[ 0.0616135 -0.03555826 -0.07700021 ..., 0.03868975 0.23744359
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Progress: 5.6% ... Training loss: 0.311 ... Validation loss: 0.485[[ 0.31123113]
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[[ 0.05265403 -0.1383059 0.03708251 ..., -0.13233503 0.15145465
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[ 0.06101551 -0.03502403 -0.07555593 ..., 0.03882339 0.23611442
0.20740949]]
Progress: 5.6% ... Training loss: 0.309 ... Validation loss: 0.466[[ 0.32400011]
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[ 0.06184004 -0.03579704 -0.07771147 ..., 0.03859652 0.23844706
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Progress: 5.6% ... Training loss: 0.297 ... Validation loss: 0.465[[ 0.31051879]
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[[ 0.05194609 -0.13773789 0.03869115 ..., -0.13221148 0.1499007
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[ 0.06150005 -0.03548354 -0.076846 ..., 0.03867964 0.23766992
0.20610904]]
Progress: 5.7% ... Training loss: 0.313 ... Validation loss: 0.471[[ 0.31415084]
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[[ 0.05168387 -0.13744395 0.03947074 ..., -0.13213846 0.14936205
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[ 0.03737443 0.04994779 0.12306258 ..., -0.24344897 -0.0500183
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[ 0.06179605 -0.03576582 -0.07756061 ..., 0.03859999 0.23851477
0.2053837 ]]
Progress: 5.7% ... Training loss: 0.301 ... Validation loss: 0.461[[ 0.32404338]
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[ 0.06212641 -0.0360622 -0.07834486 ..., 0.03852029 0.23943159
0.20459265]]
Progress: 5.7% ... Training loss: 0.300 ... Validation loss: 0.473[[ 0.32011586]
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[[ 0.05217262 -0.13790831 0.03831824 ..., -0.13226656 0.15073158
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[ 0.03729645 0.05002376 0.12324552 ..., -0.24343168 -0.0502333
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[ 0.06257215 -0.03644103 -0.07939417 ..., 0.03841436 0.24057701
0.20345093]]
Progress: 5.7% ... Training loss: 0.295 ... Validation loss: 0.459[[ 0.30671263]
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[[ 0.05181683 -0.13755912 0.03929376 ..., -0.13217755 0.1499372
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[ 0.03741992 0.04991518 0.12294955 ..., -0.24346108 -0.0499106
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[ 0.0616207 -0.03555749 -0.07698921 ..., 0.03864403 0.23838386
0.20577385]]
Progress: 5.7% ... Training loss: 0.322 ... Validation loss: 0.477[[ 0.32537828]
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[[ 0.05242995 -0.13819968 0.03763271 ..., -0.13236031 0.15143363
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[ 0.03748403 0.04985666 0.12278179 ..., -0.2434786 -0.04974053
0.12788513]
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-0.23423398]
[ 0.06221898 -0.036145 -0.0785963 ..., 0.03847509 0.23999946
0.20418661]]
Progress: 5.7% ... Training loss: 0.299 ... Validation loss: 0.471[[ 0.31995685]
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[[ 0.05192155 -0.13771411 0.03910647 ..., -0.13222615 0.14999377
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[ 0.03748403 0.04985666 0.12278179 ..., -0.2434786 -0.04974053
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-0.23437673]
[ 0.06184145 -0.03579566 -0.07761812 ..., 0.03856854 0.23913079
0.20514399]]
Progress: 5.7% ... Training loss: 0.295 ... Validation loss: 0.461[[ 0.32493573]
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[[ 0.05215727 -0.13794008 0.03847394 ..., -0.13228253 0.15043483
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[ 0.03745766 0.04987992 0.12284633 ..., -0.24347242 -0.04980619
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[ 0.0614834 -0.03547517 -0.07671344 ..., 0.03865786 0.23829958
0.20605631]]
Progress: 5.7% ... Training loss: 0.298 ... Validation loss: 0.471[[ 0.31777164]
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[ 0.03752387 0.04982262 0.12268666 ..., -0.24348565 -0.04964852
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[ 0.06145131 -0.03544492 -0.07665394 ..., 0.03866545 0.23834234
0.20606522]]
Progress: 5.7% ... Training loss: 0.296 ... Validation loss: 0.462[[ 0.3230807 ]
[-0.28380955]
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[ 0.06194854 -0.03590928 -0.07796521 ..., 0.03853138 0.23975448
0.20473187]]
Progress: 5.7% ... Training loss: 0.297 ... Validation loss: 0.466[[ 0.3192761 ]
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[ 0.06175571 -0.03573245 -0.07750187 ..., 0.03857725 0.23939403
0.20520446]]
Progress: 5.7% ... Training loss: 0.294 ... Validation loss: 0.456[[ 0.31647988]
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[ 0.03754683 0.04980881 0.12264343 ..., -0.24348697 -0.04957433
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[ 0.06137292 -0.03536494 -0.07646991 ..., 0.03867454 0.23867304
0.20618709]]
Progress: 5.7% ... Training loss: 0.297 ... Validation loss: 0.458[[ 0.3200498 ]
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[[ 0.05249697 -0.13826791 0.03764498 ..., -0.13240807 0.1516139
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[ 0.03752703 0.04982686 0.12269295 ..., -0.2434822 -0.04962533
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[ 0.06148181 -0.03543838 -0.0767075 ..., 0.03865476 0.238982 0.2058773 ]]
Progress: 5.7% ... Training loss: 0.294 ... Validation loss: 0.461[[ 0.31214477]
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[ 0.03765237 0.04971003 0.12236336 ..., -0.24350982 -0.04930783
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[ 0.06097481 -0.03495756 -0.07537571 ..., 0.0387829 0.23769874
0.2071238 ]]
Progress: 5.7% ... Training loss: 0.304 ... Validation loss: 0.466[[ 0.3272567 ]
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[[ 0.05318091 -0.13897092 0.03607778 ..., -0.13258549 0.15316025
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[ 0.03759937 0.04976783 0.12250551 ..., -0.24349478 -0.04939386
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[ 0.06127121 -0.03524537 -0.07614602 ..., 0.0387024 0.2386033
0.2063985 ]]
Progress: 5.7% ... Training loss: 0.309 ... Validation loss: 0.484[[ 0.30897675]
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[[ 0.05186787 -0.1378032 0.03950518 ..., -0.13228656 0.14988731
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[ 0.03742024 0.04991783 0.12288802 ..., -0.24345782 -0.04978204
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[ 0.06059278 -0.03465115 -0.07446529 ..., 0.03885924 0.23697561
0.20790757]]
Progress: 5.8% ... Training loss: 0.312 ... Validation loss: 0.469[[ 0.32279061]
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[[ 0.05276385 -0.1386973 0.03719807 ..., -0.13254484 0.15233725
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[ 0.03746042 0.04988614 0.12278917 ..., -0.24346898 -0.04965438
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[ 0.0610653 -0.03512515 -0.07574804 ..., 0.03871607 0.23837778
0.20667307]]
Progress: 5.8% ... Training loss: 0.298 ... Validation loss: 0.459[[ 0.32463168]
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[[ 0.05344394 -0.13930216 0.03585922 ..., -0.1327119 0.15375037
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[ 0.03747437 0.04987387 0.12275055 ..., -0.24347213 -0.04961933
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[ 0.06113956 -0.03518574 -0.07593297 ..., 0.03870315 0.23858503
0.20642863]]
Progress: 5.8% ... Training loss: 0.302 ... Validation loss: 0.458[[ 0.30861317]
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[[ 0.05249287 -0.13842375 0.03827405 ..., -0.13249348 0.15129294
-0.17058021]
[ 0.03738201 0.04996197 0.1229596 ..., -0.24344919 -0.04985993
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[ 0.06033933 -0.03444867 -0.07393484 ..., 0.03889237 0.23675875
0.2084923 ]]
Progress: 5.8% ... Training loss: 0.310 ... Validation loss: 0.464[[ 0.32297889]
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[ 0.43288119]
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[[ 0.05339028 -0.13930901 0.03601823 ..., -0.13273962 0.15362825
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[ 0.03743244 0.04992749 0.12287163 ..., -0.24346643 -0.04971171
0.12804063]
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[ 0.06019615 -0.03432675 -0.07358794 ..., 0.03893026 0.23654407
0.20890856]]
Progress: 5.8% ... Training loss: 0.298 ... Validation loss: 0.462[[ 0.3146125 ]
[-0.29023282]
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[[ 0.05282291 -0.13883407 0.03749924 ..., -0.13261805 0.15216164
-0.17129648]
[ 0.03740791 0.04994351 0.12291777 ..., -0.24346174 -0.04975972
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[ 0.05954766 -0.03374438 -0.07200789 ..., 0.03908332 0.23496819
0.21052644]]
Progress: 5.8% ... Training loss: 0.296 ... Validation loss: 0.454[[ 0.3219663 ]
[-0.28500263]
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[ 0.43317849]
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[[ 0.05363284 -0.13958365 0.03540061 ..., -0.13282779 0.15446552
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[ 0.03764782 0.0497228 0.12230858 ..., -0.24352372 -0.04917584
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[ 0.06057244 -0.03471982 -0.07469118 ..., 0.03882073 0.23783896
0.20789817]]
Progress: 5.8% ... Training loss: 0.298 ... Validation loss: 0.456[[ 0.30190426]
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[ 1.15938346]
[ 0.41592813]
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[[ 0.05204368 -0.13813311 0.03945733 ..., -0.13244334 0.15043903
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[ 0.03748241 0.04987167 0.12273195 ..., -0.24348409 -0.04961674
0.12791196]
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[ 0.06006534 -0.03425852 -0.07342294 ..., 0.03894726 0.23674327
0.20919051]]
Progress: 5.8% ... Training loss: 0.336 ... Validation loss: 0.489[[ 0.32356048]
[-0.28231941]
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[ 1.17424915]
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[[ 0.05337198 -0.13946794 0.03593332 ..., -0.13284105 0.15390934
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[ 0.03758276 0.0497708 0.12246168 ..., -0.243513 -0.04934723
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[ 0.06060584 -0.03482366 -0.07491786 ..., 0.03877969 0.2382735
0.20775521]]
Progress: 5.8% ... Training loss: 0.302 ... Validation loss: 0.467[[ 0.30038223]
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[[ 0.05172084 -0.13800978 0.03995897 ..., -0.13247716 0.14991076
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[ 0.03750305 0.04983571 0.12260659 ..., -0.24349879 -0.04949186
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[ 0.05968841 -0.03398652 -0.07268035 ..., 0.03897708 0.23611305
0.20984336]]
Progress: 5.8% ... Training loss: 0.344 ... Validation loss: 0.502[[ 0.31828943]
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[[ 0.05252607 -0.13882318 0.03786954 ..., -0.13272814 0.15207214
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[ 0.03750305 0.04983571 0.12260659 ..., -0.24349879 -0.04949186
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[ 0.06013087 -0.03444175 -0.07388561 ..., 0.03884378 0.23724793
0.20867198]]
Progress: 5.8% ... Training loss: 0.296 ... Validation loss: 0.463[[ 0.31979122]
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[[ 0.05346364 -0.13972775 0.03557115 ..., -0.13295995 0.15453371
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[ 0.06054436 -0.03483844 -0.07497986 ..., 0.03874302 0.23845165
0.20760396]]
Progress: 5.8% ... Training loss: 0.296 ... Validation loss: 0.461[[ 0.31499226]
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[[ 0.05329895 -0.13959017 0.03594806 ..., -0.13292474 0.15395424
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[ 0.06028117 -0.03457833 -0.07436401 ..., 0.03881685 0.23790057
0.20832862]]
Progress: 5.8% ... Training loss: 0.295 ... Validation loss: 0.458[[ 0.31597864]
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[[ 0.05320507 -0.13947644 0.03631713 ..., -0.13287969 0.1536679
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[ 0.05976951 -0.03408231 -0.07305207 ..., 0.03895131 0.23657277
0.20967594]]
Progress: 5.8% ... Training loss: 0.294 ... Validation loss: 0.457[[ 0.32081178]
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[[ 0.0541622 -0.14039192 0.03388824 ..., -0.13311959 0.15593875
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[ 0.03720472 0.05011551 0.1233741 ..., -0.24341428 -0.05025764
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[ 0.05975321 -0.03406392 -0.07305645 ..., 0.03895595 0.23651846
0.20968814]]
Progress: 5.8% ... Training loss: 0.298 ... Validation loss: 0.458[[ 0.32780639]
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[[ 0.05521965 -0.14139338 0.03137906 ..., -0.13337614 0.15869504
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[ 0.06005342 -0.03433444 -0.07386286 ..., 0.03887789 0.23740382
0.20891294]]
Progress: 5.9% ... Training loss: 0.314 ... Validation loss: 0.477[[ 0.31985032]
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[[ 0.05466834 -0.14090741 0.03268214 ..., -0.13325158 0.15732453
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[ 0.03729998 0.05004542 0.1231635 ..., -0.24342885 -0.05009892
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[ 0.06040743 -0.03464913 -0.07473099 ..., 0.03880043 0.23833608
0.20803198]]
Progress: 5.9% ... Training loss: 0.296 ... Validation loss: 0.452[[ 0.30744364]
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[[ 0.05389646 -0.14012177 0.03479453 ..., -0.13303667 0.15532279
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[ 0.06038073 -0.03461331 -0.07467439 ..., 0.03881429 0.23839937
0.20805577]]
Progress: 5.9% ... Training loss: 0.309 ... Validation loss: 0.460[[ 0.33462548]
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[ 0.03731398 0.05003772 0.12312684 ..., -0.24343251 -0.05005216
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[ 0.06078595 -0.03501945 -0.07575794 ..., 0.03869857 0.23955441
0.20700213]]
Progress: 5.9% ... Training loss: 0.353 ... Validation loss: 0.518[[ 0.30907169]
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[[ 0.05329829 -0.13989991 0.03583088 ..., -0.13307093 0.15415959
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[ 0.03729418 0.05005417 0.12317353 ..., -0.24342862 -0.05010271
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[ 0.06046929 -0.03473528 -0.0749577 ..., 0.03876411 0.23886529
0.20777443]]
Progress: 5.9% ... Training loss: 0.307 ... Validation loss: 0.459[[ 0.33344317]
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[[ 0.05505836 -0.14163702 0.03150859 ..., -0.13356624 0.15869393
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[ 0.06060971 -0.03486795 -0.07526412 ..., 0.03872423 0.23930776
0.20741992]]
Progress: 5.9% ... Training loss: 0.341 ... Validation loss: 0.500[[ 0.30784418]
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[ 0.05883084 -0.03333109 -0.07101638 ..., 0.03908125 0.23539222
0.21161965]]
Progress: 5.9% ... Training loss: 0.311 ... Validation loss: 0.461[[ 0.32641091]
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[ 0.05921483 -0.03368977 -0.07196048 ..., 0.03897418 0.2365164
0.21067507]]
Progress: 5.9% ... Training loss: 0.312 ... Validation loss: 0.465[[ 0.30641979]
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[ 0.05855837 -0.03307934 -0.0702269 ..., 0.03912715 0.23498975
0.21229157]]
Progress: 5.9% ... Training loss: 0.313 ... Validation loss: 0.468[[ 0.31941872]
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[ 0.058472 -0.03298339 -0.07000141 ..., 0.03914396 0.23488494
0.21253236]]
Progress: 5.9% ... Training loss: 0.296 ... Validation loss: 0.456[[ 0.31072223]
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[ 0.05817751 -0.03269289 -0.06929388 ..., 0.03922853 0.23440549
0.21337131]]
Progress: 5.9% ... Training loss: 0.300 ... Validation loss: 0.456[[ 0.31721581]
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[ 0.05860799 -0.03310553 -0.07041301 ..., 0.03911491 0.23565323
0.2123191 ]]
Progress: 5.9% ... Training loss: 0.294 ... Validation loss: 0.452[[ 0.3134639 ]
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0.2119812 ]]
Progress: 5.9% ... Training loss: 0.297 ... Validation loss: 0.456[[ 0.31302783]
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[[ 0.05187454 -0.13900449 0.03933437 ..., -0.13299843 0.15086694
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[ 0.05873623 -0.03321621 -0.07072201 ..., 0.03908819 0.23614223
0.21189882]]
Progress: 5.9% ... Training loss: 0.298 ... Validation loss: 0.460[[ 0.3177866 ]
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[ 0.05908758 -0.03354959 -0.0715994 ..., 0.03899499 0.23705575
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Progress: 5.9% ... Training loss: 0.295 ... Validation loss: 0.459[[ 0.32720662]
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[[ 0.052775 -0.13989925 0.03715139 ..., -0.13323855 0.15322095
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[ 0.05940271 -0.033839 -0.07237383 ..., 0.03891112 0.23793253
0.21029009]]
Progress: 6.0% ... Training loss: 0.306 ... Validation loss: 0.470[[ 0.3128348 ]
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[[ 0.05157871 -0.13882627 0.04022119 ..., -0.13298032 0.15008255
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[ 0.05890212 -0.03339382 -0.07117484 ..., 0.03902417 0.23676557
0.21149332]]
Progress: 6.0% ... Training loss: 0.299 ... Validation loss: 0.461[[ 0.31377631]
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[[ 0.05146847 -0.13868551 0.04060304 ..., -0.13293734 0.14982774
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0.21130636]]
Progress: 6.0% ... Training loss: 0.295 ... Validation loss: 0.457[[ 0.31617006]
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[[ 0.05157946 -0.13880151 0.04035997 ..., -0.13296753 0.15003535
-0.17165556]
[ 0.03693463 0.05038257 0.12397141 ..., -0.24334874 -0.05093665
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[ 0.05918851 -0.03364828 -0.07191063 ..., 0.03895319 0.23765105
0.21081344]]
Progress: 6.0% ... Training loss: 0.294 ... Validation loss: 0.458[[ 0.31494546]
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[ 1.17315625]
[ 0.41872103]
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[[ 0.05185926 -0.13902301 0.03970277 ..., -0.13300898 0.15066206
-0.17232517]
[ 0.03681263 0.05049912 0.12426638 ..., -0.24331723 -0.05126338
0.12894531]
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[ 0.05914141 -0.03359831 -0.0717805 ..., 0.03897101 0.23765096
0.21094052]]
Progress: 6.0% ... Training loss: 0.294 ... Validation loss: 0.456[[ 0.32449918]
[-0.28364368]
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[ 0.42609976]
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[[ 0.05211336 -0.13930418 0.03909263 ..., -0.13307689 0.15140264
-0.17300084]
[ 0.0368692 0.0504467 0.12412257 ..., -0.24332931 -0.05112282
0.12880619]
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[ 0.05937583 -0.03382619 -0.07238136 ..., 0.03891455 0.23836921
0.21032741]]
Progress: 6.0% ... Training loss: 0.299 ... Validation loss: 0.463[[ 0.31798498]
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[ 0.42036709]
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[[ 0.0522973 -0.13950166 0.0387039 ..., -0.13312691 0.15191085
-0.17353346]
[ 0.03694398 0.05037882 0.12392948 ..., -0.24334572 -0.05098877
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-0.23392695]
[ 0.05969826 -0.03411213 -0.07320519 ..., 0.0388431 0.2393738
0.20953557]]
Progress: 6.0% ... Training loss: 0.293 ... Validation loss: 0.455[[ 0.32038594]
[-0.28867821]
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[ 0.42218392]
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[[ 0.0524011 -0.13958172 0.03855491 ..., -0.13316024 0.15223509
-0.1736712 ]
[ 0.03692418 0.05039524 0.12398633 ..., -0.24334127 -0.05102306
0.12867581]
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-0.23373398]
[ 0.05978959 -0.03420128 -0.07347298 ..., 0.03881907 0.23979434
0.20928352]]
Progress: 6.0% ... Training loss: 0.293 ... Validation loss: 0.455[[ 0.31574613]
[-0.29255126]
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[ 1.17627137]
[ 0.41805054]
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[[ 0.05215895 -0.13938158 0.03916705 ..., -0.13310872 0.15164585
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[ 0.03687786 0.05043447 0.12409753 ..., -0.24333195 -0.05113743
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-0.23316057]
[ 0.06030531 -0.03465872 -0.07473019 ..., 0.03869969 0.24121241
0.20803819]]
Progress: 6.0% ... Training loss: 0.296 ... Validation loss: 0.457[[ 0.31787503]
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[ 0.4200429 ]
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[[ 0.05206208 -0.13928531 0.03944686 ..., -0.13307725 0.15138274
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[ 0.03703525 0.05028858 0.12370473 ..., -0.24337209 -0.05073183
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-0.23416012]
[ 0.06032293 -0.03467784 -0.07482855 ..., 0.0386935 0.24133444
0.20800597]]
Progress: 6.0% ... Training loss: 0.294 ... Validation loss: 0.459[[ 0.31407616]
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[ 1.17317848]
[ 0.41581435]
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[[ 0.05163367 -0.13887146 0.04069759 ..., -0.13295939 0.15017148
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[ 0.03729569 0.05005458 0.12306764 ..., -0.24343525 -0.0500637
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[ 0.05991063 -0.03428468 -0.07379403 ..., 0.0387968 0.24044538
0.20910878]]
Progress: 6.0% ... Training loss: 0.298 ... Validation loss: 0.463[[ 0.31347274]
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[ 1.17334626]
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[[ 0.05162497 -0.13888433 0.04079386 ..., -0.13296592 0.15026181
-0.17167335]
[ 0.03728344 0.05006476 0.12309693 ..., -0.2434321 -0.05009526
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[ 0.05982837 -0.03419527 -0.07354134 ..., 0.03882452 0.2403207
0.20934533]]
Progress: 6.0% ... Training loss: 0.300 ... Validation loss: 0.465[[ 0.32605237]
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[ 1.18288141]
[ 0.42439076]
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[[ 0.05254514 -0.13976314 0.03850439 ..., -0.1332192 0.15253464
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[ 0.03747718 0.0498758 0.12257462 ..., -0.24348443 -0.04957325
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[ 0.06016193 -0.03450258 -0.07439823 ..., 0.03873636 0.24116675
0.20851365]]
Progress: 6.0% ... Training loss: 0.305 ... Validation loss: 0.477[[ 0.31281315]
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[[ 0.05164218 -0.1389629 0.04086693 ..., -0.13300143 0.1500439
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[ 0.0600024 -0.03435549 -0.07400156 ..., 0.03877617 0.24098813
0.20880803]]
Progress: 6.0% ... Training loss: 0.302 ... Validation loss: 0.466[[ 0.32552474]
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[[ 0.05316044 -0.14040688 0.03702828 ..., -0.13342544 0.15381677
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[ 0.03713142 0.05018324 0.12343612 ..., -0.24341256 -0.05045148
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[ 0.06000961 -0.03436026 -0.07402274 ..., 0.03877584 0.24100915
0.20881128]]
Progress: 6.0% ... Training loss: 0.301 ... Validation loss: 0.469[[ 0.32009485]
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[[ 0.05349535 -0.14065244 0.03629946 ..., -0.13350006 0.1544144
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[ 0.03725232 0.05007786 0.12309445 ..., -0.24343902 -0.05012076
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[ 0.05957243 -0.03393417 -0.07291566 ..., 0.03889103 0.24000287
0.21004737]]
Progress: 6.1% ... Training loss: 0.294 ... Validation loss: 0.457[[ 0.31767996]
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[[ 0.05277564 -0.14000236 0.03821575 ..., -0.13332646 0.15249599
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[ 0.03719216 0.05013795 0.12323325 ..., -0.24342354 -0.05028579
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[ 0.05952574 -0.03389254 -0.07274971 ..., 0.03890291 0.23999148
0.21013563]]
Progress: 6.1% ... Training loss: 0.295 ... Validation loss: 0.461[[ 0.32192927]
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[[ 0.05371245 -0.14085219 0.03601954 ..., -0.13357951 0.15477104
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[ 0.03745631 0.04989691 0.12256918 ..., -0.24349545 -0.04958664
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[ 0.05964409 -0.03400212 -0.07299149 ..., 0.03887115 0.24038848
0.20973769]]
Progress: 6.1% ... Training loss: 0.297 ... Validation loss: 0.464[[ 0.31890491]
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[[ 0.05341686 -0.14055296 0.03698751 ..., -0.13350073 0.15385369
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[ 0.0375232 0.04983735 0.12240653 ..., -0.24351095 -0.0494264
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[ 0.05937962 -0.03375013 -0.07230346 ..., 0.03894515 0.23975438
0.21042113]]
Progress: 6.1% ... Training loss: 0.294 ... Validation loss: 0.459[[ 0.32461198]
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[-0.79995415]
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[ 1.19151223]
[ 0.42507134]
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[[ 0.05428437 -0.14136196 0.03486677 ..., -0.13373339 0.15616231
-0.17769818]
[ 0.03769792 0.04967341 0.12194873 ..., -0.24355679 -0.04895492
0.12668775]
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[ 0.05939375 -0.03377284 -0.07231283 ..., 0.03894058 0.23982284
0.21031073]]
Progress: 6.1% ... Training loss: 0.302 ... Validation loss: 0.467[[ 0.31412022]
[-0.28967976]
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[ 1.18612525]
[ 0.41563875]
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[[ 0.05385779 -0.14096503 0.03595976 ..., -0.13363222 0.15527383
-0.17663133]
[ 0.03770831 0.04966535 0.12188604 ..., -0.24355792 -0.04882306
0.12667614]
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-0.23237641]
[ 0.05927034 -0.03363685 -0.07195295 ..., 0.03896448 0.23979976
0.21060564]]
Progress: 6.1% ... Training loss: 0.295 ... Validation loss: 0.455[[ 0.32325372]
[-0.28052913]
[-0.79924599]
[-0.82948792]
[-0.23689231]
[ 1.19160759]
[ 0.42461216]
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[[ 0.05427387 -0.14133159 0.03499737 ..., -0.13374328 0.15629473
-0.17735814]
[ 0.03778767 0.04959258 0.12169142 ..., -0.24357877 -0.04861315
0.12650202]
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-0.23240152]
[ 0.05995619 -0.03426625 -0.07375913 ..., 0.03877496 0.24172058
0.20893211]]
Progress: 6.1% ... Training loss: 0.299 ... Validation loss: 0.458[[ 0.3129423 ]
[-0.29072807]
[-0.80797737]
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[ 1.18488453]
[ 0.4165627 ]
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[[ 0.05370747 -0.14080259 0.03651646 ..., -0.1336033 0.15482177
-0.17583647]
[ 0.03768301 0.04968468 0.12193732 ..., -0.24355279 -0.04889601
0.12670408]
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-0.23247576]
[ 0.05963617 -0.0339633 -0.07290679 ..., 0.03885881 0.24109586
0.20973887]]
Progress: 6.1% ... Training loss: 0.297 ... Validation loss: 0.456[[ 0.31896944]
[-0.2842778 ]
[-0.80150309]
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[ 1.19039559]
[ 0.42261248]
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[[ 0.05424691 -0.14128788 0.03506052 ..., -0.13375243 0.1562333
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[ 0.03776763 0.04960383 0.1217198 ..., -0.24357515 -0.04867694
0.1265159 ]
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-0.23294354]
[ 0.05947972 -0.03380319 -0.07252883 ..., 0.03890746 0.2408028
0.21014996]]
Progress: 6.1% ... Training loss: 0.294 ... Validation loss: 0.452[[ 0.32065071]
[-0.28374185]
[-0.80163503]
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[ 1.19532152]
[ 0.42393654]
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[[ 0.05483122 -0.14181448 0.03381108 ..., -0.13392133 0.1577759
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[ 0.03776518 0.04960571 0.12172568 ..., -0.24357382 -0.04868942
0.12652207]
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-0.23295294]
[ 0.05968699 -0.03399068 -0.0730965 ..., 0.03885109 0.24141995
0.209628 ]]
Progress: 6.1% ... Training loss: 0.297 ... Validation loss: 0.449[[ 0.32250702]
[-0.28283147]
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[ 1.19733082]
[ 0.42494424]
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[[ 0.05494134 -0.14192612 0.03359748 ..., -0.13395915 0.1580605
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[ 0.03777866 0.04959372 0.12169188 ..., -0.2435772 -0.04865453
0.12648886]
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[ 0.0596484 -0.03396023 -0.07300115 ..., 0.03886556 0.24137797
0.2097042 ]]
Progress: 6.1% ... Training loss: 0.299 ... Validation loss: 0.450[[ 0.31827588]
[-0.28702358]
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[ 1.19079317]
[ 0.42065005]
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[[ 0.0543736 -0.14143175 0.03505149 ..., -0.1338247 0.15660626
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[ 0.03792655 0.04946358 0.12134798 ..., -0.24361438 -0.04828054
0.12616057]
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-0.23192338]
[ 0.05994443 -0.03419933 -0.07363138 ..., 0.0387943 0.24212822
0.20905426]]
Progress: 6.1% ... Training loss: 0.293 ... Validation loss: 0.451[[ 0.30325439]
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[ 1.17806694]
[ 0.40851094]
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[[ 0.05331796 -0.14040614 0.0380006 ..., -0.13353289 0.15390164
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[ 0.03792495 0.04946335 0.12135351 ..., -0.24361448 -0.04827965
0.12618565]
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[ 0.05905269 -0.03336333 -0.07136787 ..., 0.03903859 0.24009809
0.21131099]]
Progress: 6.1% ... Training loss: 0.334 ... Validation loss: 0.494[[ 0.33835709]
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[ 1.20329426]
[ 0.43848729]
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[[ 0.05630208 -0.14342591 0.03014545 ..., -0.13449675 0.16150653
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[ 0.03797012 0.04941787 0.12119723 ..., -0.24362729 -0.04816415
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[ 0.06011283 -0.03444708 -0.07413871 ..., 0.03868925 0.24297082
0.20852977]]
Progress: 6.1% ... Training loss: 0.365 ... Validation loss: 0.531[[ 0.30289906]
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[[ 0.05404289 -0.14156337 0.03558698 ..., -0.1340248 0.15576844
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[ 0.03773774 0.04960498 0.12172461 ..., -0.24357864 -0.04875233
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[ 0.05952195 -0.0339481 -0.07269208 ..., 0.03881691 0.24161639
0.20988895]]
Progress: 6.1% ... Training loss: 0.333 ... Validation loss: 0.488[[ 0.32691278]
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[ 1.20138698]
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[[ 0.05644149 -0.14396784 0.02929406 ..., -0.13483057 0.16190137
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[ 0.03779051 0.04955221 0.12158348 ..., -0.24359601 -0.04861883
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-0.23577393]
[ 0.06001651 -0.03444304 -0.07405487 ..., 0.03865004 0.24299542
0.20854513]]
Progress: 6.2% ... Training loss: 0.313 ... Validation loss: 0.473[[ 0.31785826]
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[[ 0.05572968 -0.14337238 0.03103241 ..., -0.13466278 0.16020688
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[ 0.03752962 0.04979268 0.12227092 ..., -0.24353623 -0.04929235
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[ 0.05992463 -0.03435634 -0.07384554 ..., 0.03866724 0.24290201
0.20864295]]
Progress: 6.2% ... Training loss: 0.293 ... Validation loss: 0.452[[ 0.32165318]
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[ 1.19700097]
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[[ 0.05594966 -0.14352953 0.03072529 ..., -0.13470353 0.16061248
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[ 0.03749358 0.0498258 0.12236002 ..., -0.24352571 -0.04939013
0.12715568]
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[ 0.05975898 -0.03418536 -0.07343384 ..., 0.03872357 0.24261717
0.20911808]]
Progress: 6.2% ... Training loss: 0.296 ... Validation loss: 0.456[[ 0.32395923]
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[ 0.03771945 0.04963267 0.12184224 ..., -0.24358021 -0.04881997
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[ 0.05977184 -0.0342108 -0.07344309 ..., 0.03871545 0.24280755
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Progress: 6.2% ... Training loss: 0.299 ... Validation loss: 0.463[[ 0.30739635]
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[ 1.18741556]
[ 0.41475059]
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[[ 0.05544556 -0.14306675 0.03227947 ..., -0.13457142 0.15945543
-0.18077151]
[ 0.03789542 0.0494784 0.1214193 ..., -0.24362393 -0.04836269
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[ 0.05922144 -0.03368349 -0.07201111 ..., 0.03886554 0.24159504
0.21038536]]
Progress: 6.2% ... Training loss: 0.307 ... Validation loss: 0.462[[ 0.32571925]
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[[ 0.05599235 -0.14361565 0.03088925 ..., -0.13472935 0.16086032
-0.1820777 ]
[ 0.03789761 0.04947208 0.12141692 ..., -0.24362639 -0.0483515
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[ 0.05967672 -0.03412114 -0.07330117 ..., 0.03873601 0.24286816
0.20918746]]
Progress: 6.2% ... Training loss: 0.307 ... Validation loss: 0.478[[ 0.31778709]
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[ 1.19517129]
[ 0.42457656]
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[[ 0.05497094 -0.14272908 0.03341954 ..., -0.13448409 0.15818369
-0.1796961 ]
[ 0.03788118 0.0494875 0.12145204 ..., -0.24362286 -0.04839019
0.12629094]
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[ 0.05942812 -0.03391241 -0.0726452 ..., 0.03879683 0.24238158
0.20982495]]
Progress: 6.2% ... Training loss: 0.292 ... Validation loss: 0.453[[ 0.3158873 ]
[-0.29159849]
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[ 0.42374913]
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[[ 0.05438845 -0.14221455 0.03491267 ..., -0.13433322 0.15683494
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[ 0.03774043 0.04961723 0.12180362 ..., -0.24358608 -0.04871741
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[ 0.05939041 -0.03388527 -0.07249431 ..., 0.03880961 0.24239437
0.20987423]]
Progress: 6.2% ... Training loss: 0.294 ... Validation loss: 0.451[[ 0.31726422]
[-0.29028256]
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[ 1.19789324]
[ 0.42586115]
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[[ 0.05462486 -0.14240092 0.03443053 ..., -0.13439686 0.15736213
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[ 0.03778309 0.04957059 0.12165433 ..., -0.24359931 -0.04858343
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-0.235165 ]
[ 0.0595501 -0.03401813 -0.07288759 ..., 0.03876864 0.24276648
0.20952659]]
Progress: 6.2% ... Training loss: 0.293 ... Validation loss: 0.450[[ 0.30461215]
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[[ 0.0533194 -0.14120698 0.03769992 ..., -0.13406043 0.15414172
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[ 0.05889804 -0.03340481 -0.07126132 ..., 0.03893839 0.24124968
0.2111383 ]]
Progress: 6.2% ... Training loss: 0.325 ... Validation loss: 0.474[[ 0.330099 ]
[-0.27958027]
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[ 0.03788822 0.04947037 0.12138363 ..., -0.24362694 -0.04831386
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[ 0.05925124 -0.03374827 -0.07226147 ..., 0.03883266 0.24242431
0.21023886]]
Progress: 6.2% ... Training loss: 0.317 ... Validation loss: 0.482[[ 0.31230004]
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[[ 0.05422792 -0.14225176 0.03528294 ..., -0.13439869 0.15651108
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[ 0.0378389 0.0495119 0.1215026 ..., -0.24361639 -0.04841631
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[ 0.05922461 -0.03372019 -0.07221702 ..., 0.03883943 0.24256649
0.21030865]]
Progress: 6.2% ... Training loss: 0.301 ... Validation loss: 0.456[[ 0.32717995]
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[[ 0.05471269 -0.1427551 0.03400191 ..., -0.13455365 0.1577573
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[ 0.03790758 0.04944989 0.12132852 ..., -0.24363478 -0.04828875
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[ 0.06023522 -0.03470329 -0.07487828 ..., 0.03854133 0.24529705
0.20773501]]
Progress: 6.2% ... Training loss: 0.300 ... Validation loss: 0.464[[ 0.316309 ]
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[[ 0.05347218 -0.14170031 0.03697894 ..., -0.13427059 0.15469053
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[ 0.03796164 0.04940335 0.12119775 ..., -0.24364757 -0.04814792
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[ 0.06031196 -0.0347727 -0.07506503 ..., 0.03852069 0.2454992
0.20753239]]
Progress: 6.2% ... Training loss: 0.297 ... Validation loss: 0.454[[ 0.32788354]
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[[ 0.05472254 -0.14282265 0.03395495 ..., -0.13460516 0.15768681
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[ 0.03792456 0.04943588 0.12128758 ..., -0.24363651 -0.04822298
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[ 0.06058178 -0.03499548 -0.0756771 ..., 0.03844779 0.2462226
0.20682375]]
Progress: 6.2% ... Training loss: 0.303 ... Validation loss: 0.464[[ 0.31087859]
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[[ 0.05360117 -0.14187264 0.03668901 ..., -0.13435043 0.1548124
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[ 0.03779031 0.04954882 0.12160265 ..., -0.24360815 -0.04855803
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[ 0.06066406 -0.03508496 -0.07592642 ..., 0.03842708 0.24664178
0.20660967]]
Progress: 6.3% ... Training loss: 0.309 ... Validation loss: 0.463[[ 0.3171747 ]
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[[ 0.05445926 -0.14264409 0.03476256 ..., -0.13460189 0.15684082
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[ 0.03769628 0.04965282 0.12187967 ..., -0.24358324 -0.04877184
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[ 0.06027712 -0.0347102 -0.07492158 ..., 0.03853986 0.24574207
0.20762985]]
Progress: 6.3% ... Training loss: 0.294 ... Validation loss: 0.453[[ 0.3193308 ]
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[ 0.03740578 0.0499209 0.12256307 ..., -0.24350901 -0.04948585
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[ 0.06012645 -0.03456483 -0.07452727 ..., 0.03857811 0.24538449
0.20789467]]
Progress: 6.3% ... Training loss: 0.292 ... Validation loss: 0.454[[ 0.31731457]
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[[ 0.05419238 -0.14233817 0.03565075 ..., -0.13454092 0.15616122
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[ 0.03751725 0.04982154 0.12229524 ..., -0.24353903 -0.04919397
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[ 0.05984569 -0.03430284 -0.07379891 ..., 0.03865229 0.24488818
0.20862422]]
Progress: 6.3% ... Training loss: 0.294 ... Validation loss: 0.455[[ 0.33089413]
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[[ 0.05544123 -0.14344167 0.0326728 ..., -0.13486637 0.15934557
-0.18108338]
[ 0.03762509 0.0497265 0.12201389 ..., -0.24356601 -0.04891475
0.12704896]
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[ 0.06047851 -0.03489096 -0.07535762 ..., 0.03848007 0.24667492
0.2069136 ]]
Progress: 6.3% ... Training loss: 0.316 ... Validation loss: 0.488[[ 0.31365756]
[-0.2949694 ]
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[ 1.19196703]
[ 0.41746985]
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[[ 0.05439978 -0.14253186 0.03533068 ..., -0.13465213 0.15680484
-0.17870643]
[ 0.03766314 0.04969529 0.12192756 ..., -0.24357361 -0.0488226
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[ 0.05931282 -0.03385385 -0.07244781 ..., 0.03874195 0.24405713
0.2096828 ]]
Progress: 6.3% ... Training loss: 0.300 ... Validation loss: 0.456[[ 0.33121857]
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[ 0.43194724]
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[ 0.62217919]
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[[ 0.05517411 -0.14324721 0.03340693 ..., -0.13486943 0.15879057
-0.18057185]
[ 0.03767064 0.04968991 0.1219058 ..., -0.2435762 -0.0487848
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-0.23476596]
[ 0.0600117 -0.03452044 -0.07429272 ..., 0.03854242 0.24592256
0.20800037]]
Progress: 6.3% ... Training loss: 0.314 ... Validation loss: 0.488[[ 0.31306785]
[-0.29603522]
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[ 1.19354925]
[ 0.41660095]
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[[ 0.05435615 -0.14255272 0.03554499 ..., -0.13468952 0.15652603
-0.17873804]
[ 0.03768499 0.04967688 0.12186939 ..., -0.24357919 -0.04875107
0.12690852]
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-0.23342323]
[ 0.05958664 -0.03414671 -0.07324548 ..., 0.03863839 0.24489596
0.20905631]]
Progress: 6.3% ... Training loss: 0.302 ... Validation loss: 0.457[[ 0.31657878]
[-0.29251071]
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[ 1.19637229]
[ 0.41969036]
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[[ 0.05432189 -0.14249438 0.03571079 ..., -0.13467244 0.15639878
-0.17869905]
[ 0.03771001 0.04965312 0.12180428 ..., -0.24358615 -0.04868521
0.12684406]
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[ 0.05963527 -0.03416898 -0.07328373 ..., 0.03863448 0.24507232
0.20893319]]
Progress: 6.3% ... Training loss: 0.293 ... Validation loss: 0.452[[ 0.31619906]
[-0.2922254 ]
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[ 0.41916525]
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[[ 0.05425308 -0.14240456 0.03591705 ..., -0.13465368 0.15615252
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[ 0.0593305 -0.03385395 -0.07241799 ..., 0.03872176 0.24441277
0.20974554]]
Progress: 6.3% ... Training loss: 0.293 ... Validation loss: 0.454[[ 0.31566493]
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[ 0.4200018 ]
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[[ 0.05428648 -0.14240004 0.03594212 ..., -0.13465401 0.15608927
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[ 0.03750538 0.04984397 0.1223179 ..., -0.24353102 -0.04919787
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[ 0.05952405 -0.03403341 -0.07293909 ..., 0.0386743 0.24496014
0.20918098]]
Progress: 6.3% ... Training loss: 0.293 ... Validation loss: 0.454[[ 0.31639503]
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[ 0.42117305]
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[[ 0.05420439 -0.14229801 0.03628064 ..., -0.13462167 0.15573127
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[ 0.03720036 0.05013896 0.12313737 ..., -0.2434463 -0.04996728
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[ 0.0594237 -0.03392232 -0.07264218 ..., 0.03870265 0.24484541
0.20944575]]
Progress: 6.3% ... Training loss: 0.292 ... Validation loss: 0.454[[ 0.32560141]
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[[ 0.05524428 -0.14329338 0.03367035 ..., -0.13489851 0.15842686
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[ 0.03714811 0.0501873 0.12326949 ..., -0.24343275 -0.05010359
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[ 0.05921737 -0.03373758 -0.07204664 ..., 0.0387541 0.24441247
0.20997778]]
Progress: 6.3% ... Training loss: 0.305 ... Validation loss: 0.473[[ 0.30830777]
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[[ 0.05387153 -0.14207995 0.03719278 ..., -0.13459906 0.15476589
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[ 0.03708139 0.05024545 0.12343408 ..., -0.24341794 -0.05027728
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[ 0.05820923 -0.03283545 -0.06957133 ..., 0.03898349 0.2420619
0.21238415]]
Progress: 6.3% ... Training loss: 0.308 ... Validation loss: 0.463[[ 0.32583011]
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[[ 0.05516177 -0.14336391 0.03375478 ..., -0.13497043 0.15845619
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[ 0.03726415 0.05006533 0.12294347 ..., -0.24346823 -0.0497964
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[ 0.05902903 -0.03365012 -0.07181543 ..., 0.03875412 0.24436918
0.21027159]]
Progress: 6.3% ... Training loss: 0.303 ... Validation loss: 0.473[[ 0.30819277]
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[[ 0.05386823 -0.14218548 0.037089 ..., -0.13466882 0.15547784
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[ 0.03695215 0.05033879 0.12368678 ..., -0.24340158 -0.05042454
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[ 0.05912865 -0.03371206 -0.07203691 ..., 0.0387345 0.24466241
0.21008306]]
Progress: 6.4% ... Training loss: 0.310 ... Validation loss: 0.460[[ 0.3201302 ]
[-0.28800375]
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[[ 0.05450183 -0.14274939 0.03567976 ..., -0.13482927 0.15698613
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[ 0.03687026 0.05041952 0.12389706 ..., -0.24337778 -0.05061611
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[ 0.0589416 -0.03353239 -0.07155623 ..., 0.03878746 0.24430275
0.21059836]]
Progress: 6.4% ... Training loss: 0.294 ... Validation loss: 0.449[[ 0.31756753]
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[[ 0.05424258 -0.14250092 0.0363208 ..., -0.13475775 0.15639106
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[ 0.0366928 0.05057881 0.12428695 ..., -0.24333641 -0.05106425
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[ 0.05908665 -0.0336642 -0.0719707 ..., 0.038757 0.24477558
0.21018719]]
Progress: 6.4% ... Training loss: 0.292 ... Validation loss: 0.449[[ 0.31766409]
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[[ 0.0540288 -0.14228116 0.03685096 ..., -0.13470607 0.15586464
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[ 0.03682619 0.05046002 0.12394747 ..., -0.24336864 -0.05072126
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[ 0.05929971 -0.03383126 -0.07250113 ..., 0.03872057 0.24543128
0.20966894]]
Progress: 6.4% ... Training loss: 0.292 ... Validation loss: 0.446[[ 0.31928763]
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[[ 0.05379347 -0.14205274 0.03752175 ..., -0.13464694 0.15506477
-0.17775093]
[ 0.03687969 0.05041439 0.12381119 ..., -0.24338066 -0.05059117
0.1284659 ]
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-0.23224927]
[ 0.05927689 -0.03380132 -0.07244281 ..., 0.03872781 0.245471
0.20976619]]
Progress: 6.4% ... Training loss: 0.292 ... Validation loss: 0.453[[ 0.32424048]
[-0.28444559]
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[ 1.20866314]
[ 0.42678444]
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[[ 0.05409115 -0.14233956 0.03673309 ..., -0.13472273 0.15596816
-0.17841005]
[ 0.0369159 0.0503836 0.12371975 ..., -0.24338892 -0.05048582
0.12837505]
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-0.23227757]
[ 0.05986688 -0.03433856 -0.07396155 ..., 0.03858445 0.24704718
0.20833767]]
Progress: 6.4% ... Training loss: 0.296 ... Validation loss: 0.458[[ 0.31642856]
[-0.29211464]
[-0.80889458]
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[ 1.20217537]
[ 0.41908837]
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[[ 0.05301728 -0.14140181 0.03943402 ..., -0.13448779 0.15312582
-0.17595313]
[ 0.03699123 0.05031854 0.12354135 ..., -0.24340462 -0.05030975
0.12818462]
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-0.23188904]
[ 0.05931715 -0.03384976 -0.07254401 ..., 0.0387131 0.24575493
0.20966647]]
Progress: 6.4% ... Training loss: 0.294 ... Validation loss: 0.452[[ 0.31898331]
[-0.29058939]
[-0.8060876 ]
[-0.83426699]
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[ 1.20469213]
[ 0.42134726]
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[[ 0.05346326 -0.14183808 0.03829041 ..., -0.13461481 0.15432163
-0.17699515]
[ 0.03700777 0.0503018 0.12348217 ..., -0.2434139 -0.05019907
0.12814455]
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-0.23243683]
[ 0.05944124 -0.03397347 -0.07288005 ..., 0.03868061 0.24621808
0.20932813]]
Progress: 6.4% ... Training loss: 0.292 ... Validation loss: 0.450[[ 0.31822594]
[-0.29189779]
[-0.80592265]
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[ 1.20449906]
[ 0.41887428]
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[[ 0.05264262 -0.14104723 0.04042486 ..., -0.13441609 0.15237016
-0.17562389]
[ 0.03673615 0.05056385 0.12413673 ..., -0.24334592 -0.05086108
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-0.23282347]
[ 0.05940797 -0.03396968 -0.07287345 ..., 0.03867864 0.24628359
0.20917826]]
Progress: 6.4% ... Training loss: 0.293 ... Validation loss: 0.451[[ 0.32427815]
[-0.28824475]
[-0.80209037]
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[ 1.20682581]
[ 0.42304362]
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[[ 0.0532591 -0.14162399 0.03897712 ..., -0.13457682 0.15396437
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[ 0.03694769 0.05036424 0.12359493 ..., -0.24340106 -0.05029673
0.12817843]
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-0.23282776]
[ 0.05965908 -0.03419726 -0.07351958 ..., 0.03861989 0.24690218
0.2085768 ]]
Progress: 6.4% ... Training loss: 0.294 ... Validation loss: 0.451[[ 0.32043412]
[-0.29239416]
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[ 1.20382722]
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[[ 0.05280264 -0.14123067 0.04016397 ..., -0.13447084 0.15287286
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[ 0.03702572 0.05028672 0.12339453 ..., -0.24341949 -0.05008593
0.12801274]
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-0.23272399]
[ 0.05905073 -0.03363049 -0.07200178 ..., 0.03876717 0.24549283
0.20990434]]
Progress: 6.4% ... Training loss: 0.293 ... Validation loss: 0.452[[ 0.3279357 ]
[-0.28571695]
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[ 1.21121062]
[ 0.42675601]
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[[ 0.05382579 -0.14214386 0.03765847 ..., -0.13471601 0.15512781
-0.17844606]
[ 0.03711701 0.05020235 0.12316146 ..., -0.24344312 -0.04985147
0.12782014]
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-0.23373262]
[ 0.05932181 -0.03385231 -0.07265007 ..., 0.03871607 0.24630161
0.20931393]]
Progress: 6.4% ... Training loss: 0.300 ... Validation loss: 0.456[[ 0.32226384]
[-0.2921475 ]
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[ 0.42327491]
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[[ 0.05366072 -0.14201961 0.03809038 ..., -0.13468424 0.15476155
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[ 0.03722041 0.05011364 0.12292128 ..., -0.2434656 -0.04959834
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-0.23319106]
[ 0.05973961 -0.0342064 -0.07357964 ..., 0.03862126 0.24763073
0.20836163]]
Progress: 6.4% ... Training loss: 0.292 ... Validation loss: 0.446[[ 0.32028714]
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[[ 0.05313107 -0.14150458 0.0395322 ..., -0.13454518 0.15330985
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[ 0.03719806 0.05013294 0.12297807 ..., -0.24345991 -0.04965932
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[ 0.05981957 -0.03427965 -0.07375064 ..., 0.03860541 0.24784832
0.20812479]]
Progress: 6.4% ... Training loss: 0.293 ... Validation loss: 0.448[[ 0.31237007]
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[[ 0.0522246 -0.14061692 0.04204589 ..., -0.13431876 0.15086126
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[ 0.03707267 0.05026059 0.12332267 ..., -0.24342496 -0.05003105
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[ 0.05889099 -0.03340016 -0.07144092 ..., 0.03881839 0.24546507
0.21017892]]
Progress: 6.4% ... Training loss: 0.309 ... Validation loss: 0.467[[ 0.33702612]
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[ 1.21780782]
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[[ 0.05361108 -0.14189624 0.03863035 ..., -0.13471006 0.15435368
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[ 0.03724549 0.05010029 0.12290823 ..., -0.24346997 -0.04961166
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[ 0.05919956 -0.03369214 -0.0722749 ..., 0.03872629 0.24653107
0.20932899]]
Progress: 6.5% ... Training loss: 0.335 ... Validation loss: 0.500[[ 0.3290797 ]
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[[ 0.05337576 -0.14172098 0.03922177 ..., -0.1346683 0.15392052
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[ 0.03731566 0.05004253 0.12274966 ..., -0.24348283 -0.04943894
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[ 0.05966923 -0.03410258 -0.07341059 ..., 0.03863786 0.24773264
0.20821164]]
Progress: 6.5% ... Training loss: 0.301 ... Validation loss: 0.457[[ 0.31214367]
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[[ 0.0521883 -0.1407077 0.04201788 ..., -0.1344206 0.15107089
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[ 0.03709672 0.05021569 0.12324167 ..., -0.2434435 -0.0498654
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[ 0.05931081 -0.03378331 -0.07251056 ..., 0.03872093 0.24691679
0.20902941]]
Progress: 6.5% ... Training loss: 0.313 ... Validation loss: 0.469[[ 0.32506622]
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[ 1.20878841]
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[[ 0.053002 -0.141537 0.03989835 ..., -0.1346651 0.15310482
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[ 0.0371983 0.05011878 0.12298521 ..., -0.24347084 -0.04961098
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[ 0.05986346 -0.0343418 -0.07399918 ..., 0.03855877 0.24849974
0.20752136]]
Progress: 6.5% ... Training loss: 0.293 ... Validation loss: 0.449[[ 0.33059221]
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[[ 0.05383548 -0.14232055 0.03773965 ..., -0.1348785 0.15533224
-0.1789651 ]
[ 0.03741829 0.0499202 0.12243277 ..., -0.24352326 -0.04904827
0.12694277]
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[ 0.05958274 -0.03405239 -0.07323726 ..., 0.03862941 0.24793669
0.20819824]]
Progress: 6.5% ... Training loss: 0.301 ... Validation loss: 0.455[[ 0.31858014]
[-0.29659606]
[-0.80773048]
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[ 1.20543605]
[ 0.41730718]
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[[ 0.05286607 -0.14147824 0.04017746 ..., -0.13467823 0.15295516
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[ 0.03725125 0.05005731 0.12278114 ..., -0.24348667 -0.04944488
0.12737923]
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-0.23123802]
[ 0.0587725 -0.03332533 -0.07119557 ..., 0.03880608 0.2461103
0.21004442]]
Progress: 6.5% ... Training loss: 0.297 ... Validation loss: 0.452[[ 0.32608355]
[-0.29003836]
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[ 1.21093635]
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[[ 0.05341155 -0.14199917 0.03902019 ..., -0.13481977 0.15423496
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[ 0.03724059 0.05006842 0.12279644 ..., -0.24348316 -0.04947754
0.12740202]
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-0.23188748]
[ 0.05862492 -0.03317842 -0.0707208 ..., 0.03884608 0.24587453
0.21048097]]
Progress: 6.5% ... Training loss: 0.293 ... Validation loss: 0.450[[ 0.32234703]
[-0.29381272]
[-0.80587782]
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[-0.24204653]
[ 1.2071417 ]
[ 0.421106 ]
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[[ 0.05281681 -0.14146764 0.0405526 ..., -0.13468482 0.15256655
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[ 0.03722891 0.05008047 0.1228224 ..., -0.24348119 -0.04950748
0.1274289 ]
[-0.03125463 0.0116637 -0.05767207 ..., 0.16405253 -0.00203473
0.27806218]
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-0.23237043]
[ 0.05879214 -0.03333472 -0.07103418 ..., 0.03880976 0.24636989
0.21011815]]
Progress: 6.5% ... Training loss: 0.292 ... Validation loss: 0.451[[ 0.31996823]
[-0.29544818]
[-0.80657515]
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[-0.24226288]
[ 1.20521512]
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[[ 0.05277803 -0.14140828 0.04066589 ..., -0.1346685 0.15245106
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[ 0.03732019 0.04999655 0.12258928 ..., -0.24350426 -0.04927179
0.12726429]
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-0.2322329 ]
[ 0.05883148 -0.03335965 -0.07113439 ..., 0.03880244 0.24671501
0.21000012]]
Progress: 6.5% ... Training loss: 0.294 ... Validation loss: 0.453[[ 0.32313234]
[-0.2926774 ]
[-0.80539689]
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[ 1.20515769]
[ 0.42055907]
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[[ 0.0526269 -0.14127347 0.04118362 ..., -0.1346338 0.15205112
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[ 0.03722723 0.05008893 0.12283775 ..., -0.2434806 -0.0495119
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-0.23241931]
[ 0.05867809 -0.03319554 -0.07070183 ..., 0.03884546 0.24650275
0.21039614]]
Progress: 6.5% ... Training loss: 0.292 ... Validation loss: 0.455[[ 0.32969658]
[-0.28605811]
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[ 1.21165373]
[ 0.42571278]
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[[ 0.05285402 -0.14144757 0.04071582 ..., -0.13468098 0.15242552
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[ 0.03717888 0.05014341 0.12298819 ..., -0.24347208 -0.04962189
0.12764558]
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-0.23302764]
[ 0.05884794 -0.03334404 -0.07114534 ..., 0.03881282 0.24703441
0.21006163]]
Progress: 6.5% ... Training loss: 0.297 ... Validation loss: 0.465[[ 0.3186222 ]
[-0.29623063]
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[ 1.20449439]
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[[ 0.05245321 -0.14107047 0.04172751 ..., -0.1345785 0.15142548
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[ 0.03674032 0.05051771 0.12400769 ..., -0.24337601 -0.05056344
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-0.23232025]
[ 0.0587543 -0.03323959 -0.07085217 ..., 0.03883851 0.24678436
0.21034492]]
Progress: 6.5% ... Training loss: 0.296 ... Validation loss: 0.456[[ 0.32218904]
[-0.29477598]
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[ 1.20831792]
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[[ 0.05277694 -0.14139715 0.04085659 ..., -0.13466401 0.15229675
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[ 0.03666332 0.05058635 0.12419333 ..., -0.2433553 -0.05077123
0.12887403]
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[ 0.0585483 -0.03305488 -0.07030534 ..., 0.0388924 0.24638564
0.21087314]]
Progress: 6.5% ... Training loss: 0.292 ... Validation loss: 0.453[[ 0.32288282]
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[[ 0.05239267 -0.14100654 0.04190454 ..., -0.13455115 0.15129565
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[ 0.03647337 0.05075314 0.12466547 ..., -0.24330677 -0.05126123
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[ 0.0584425 -0.03294381 -0.07003659 ..., 0.03892265 0.24620078
0.2111728 ]]
Progress: 6.5% ... Training loss: 0.291 ... Validation loss: 0.453[[ 0.3283013 ]
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[[ 5.25978273e-02 -1.41189712e-01 4.14469974e-02 ..., -1.34610003e-01
1.51957008e-01 -1.76222151e-01]
[ 3.64429098e-02 5.07804176e-02 1.24728694e-01 ..., -2.43304212e-01
-5.11808995e-02 1.29464868e-01]
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[ 5.85666525e-02 -3.30685020e-02 -7.04242164e-02 ..., 3.88947371e-02
2.46662455e-01 2.10810617e-01]]
Progress: 6.5% ... Training loss: 0.293 ... Validation loss: 0.456[[ 0.33357161]
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[[ 0.0531152 -0.14166873 0.04023853 ..., -0.13471086 0.15320904
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[ 0.03636814 0.05084731 0.12490773 ..., -0.2432884 -0.05137547
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[ 0.05887794 -0.03334538 -0.07118412 ..., 0.03883308 0.24749536
0.21001112]]
Progress: 6.6% ... Training loss: 0.304 ... Validation loss: 0.468[[ 0.32256988]
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[[ 0.0530955 -0.14167275 0.04030033 ..., -0.1347215 0.1530481
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[ 0.03632982 0.0508798 0.12499585 ..., -0.24328073 -0.05145333
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[ 0.05862385 -0.03311152 -0.0705734 ..., 0.03888448 0.2471373
0.21060227]]
Progress: 6.6% ... Training loss: 0.293 ... Validation loss: 0.450[[ 0.32947414]
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[[ 0.05321903 -0.14179571 0.04011726 ..., -0.13474712 0.15314343
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[ 0.03645008 0.05076821 0.12468672 ..., -0.24330837 -0.05113935
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[ 0.05908954 -0.03355303 -0.07172988 ..., 0.03876847 0.2482915
0.20940385]]
Progress: 6.6% ... Training loss: 0.293 ... Validation loss: 0.460[[ 0.33090487]
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[[ 0.05345148 -0.14200558 0.03951189 ..., -0.13480443 0.15385416
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[ 0.03635023 0.05085567 0.12481936 ..., -0.24328449 -0.05133512
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[ 0.0591079 -0.03355524 -0.07170632 ..., 0.03877112 0.24854286
0.20929727]]
Progress: 6.6% ... Training loss: 0.297 ... Validation loss: 0.458[[ 0.33528452]
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-0.17956667]
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[ 0.05986247 -0.03425484 -0.07350319 ..., 0.03860065 0.25042233
0.20741678]]
Progress: 6.6% ... Training loss: 0.308 ... Validation loss: 0.472[[ 0.32043373]
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[[ 0.05307736 -0.14163871 0.04075164 ..., -0.13475162 0.15276197
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[ 0.03625741 0.05093208 0.12501762 ..., -0.24326616 -0.05159576
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[ 0.06001918 -0.03439768 -0.0738883 ..., 0.038572 0.25085776
0.20703338]]
Progress: 6.6% ... Training loss: 0.295 ... Validation loss: 0.454[[ 0.32189288]
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[ 0.41860204]
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[[ 0.05293996 -0.14143142 0.04123315 ..., -0.13469712 0.15263321
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[ 0.03612411 0.0510582 0.1253536 ..., -0.24323502 -0.05186892
0.1303483 ]
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[ 0.05992898 -0.03426336 -0.07358474 ..., 0.03860612 0.25080058
0.20722559]]
Progress: 6.6% ... Training loss: 0.293 ... Validation loss: 0.452[[ 0.31104212]
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[ 0.40844775]
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[[ 0.05129369 -0.13985801 0.04541907 ..., -0.13429047 0.14866994
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[ 0.03612411 0.0510582 0.1253536 ..., -0.24323502 -0.05186892
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-0.23136692]
[ 0.05897578 -0.03332668 -0.07117953 ..., 0.03884743 0.24860812
0.20968438]]
Progress: 6.6% ... Training loss: 0.323 ... Validation loss: 0.487[[ 0.335811 ]
[-0.28206691]
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[ 0.42905477]
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[[ 0.05291356 -0.14147781 0.04131289 ..., -0.13473855 0.15266322
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[ 0.05919593 -0.03353268 -0.0717426 ..., 0.03878773 0.2493107
0.20915984]]
Progress: 6.6% ... Training loss: 0.316 ... Validation loss: 0.482[[ 0.32355808]
[-0.29264181]
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[ 0.41982979]
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[ 0.03629794 0.05091392 0.12490889 ..., -0.24327221 -0.051405
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[ 0.05920181 -0.0335247 -0.07172625 ..., 0.0387937 0.24946202
0.20913422]]
Progress: 6.6% ... Training loss: 0.292 ... Validation loss: 0.453[[ 0.3306265 ]
[-0.2870437 ]
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[ 0.05931133 -0.03362212 -0.07206923 ..., 0.03877988 0.24987327
0.20879213]]
Progress: 6.6% ... Training loss: 0.300 ... Validation loss: 0.459[[ 0.32660376]
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[[ 0.05256884 -0.14122474 0.04217993 ..., -0.13468212 0.15212192
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[ 0.03634776 0.05086083 0.12478495 ..., -0.24328322 -0.05125753
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[ 0.05968921 -0.03396621 -0.07298274 ..., 0.03869903 0.25091847
0.20786126]]
Progress: 6.6% ... Training loss: 0.292 ... Validation loss: 0.452[[ 0.32760831]
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[[ 0.05232984 -0.14101125 0.04282177 ..., -0.13463345 0.1515985
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[ 0.03627411 0.05092505 0.12491833 ..., -0.24326701 -0.05143715
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[ 0.0602363 -0.03446943 -0.07432863 ..., 0.03858115 0.25242554
0.20656908]]
Progress: 6.6% ... Training loss: 0.294 ... Validation loss: 0.452[[ 0.32924425]
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[[ 0.05283237 -0.14143483 0.04180532 ..., -0.13474064 0.15260817
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[ 0.06001453 -0.03425893 -0.07378017 ..., 0.03863148 0.25186855
0.20709966]]
Progress: 6.6% ... Training loss: 0.294 ... Validation loss: 0.454[[ 0.32586464]
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[[ 0.05198295 -0.14067737 0.0439651 ..., -0.13456561 0.15059561
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0.20769774]]
Progress: 6.6% ... Training loss: 0.291 ... Validation loss: 0.453[[ 0.32793977]
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[ 0.05996301 -0.03421014 -0.07366585 ..., 0.03863601 0.25201452
0.2071903 ]]
Progress: 6.7% ... Training loss: 0.291 ... Validation loss: 0.452[[ 0.32442661]
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[[ 0.05102129 -0.1398107 0.0464096 ..., -0.13435366 0.14826668
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[ 0.05964545 -0.03390274 -0.07279376 ..., 0.03871528 0.25146067
0.2080547 ]]
Progress: 6.7% ... Training loss: 0.295 ... Validation loss: 0.457[[ 0.33097793]
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[[ 0.0513821 -0.14018373 0.04563514 ..., -0.13443663 0.14899174
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[ 0.05987322 -0.03413755 -0.07345967 ..., 0.0386572 0.25209463
0.2074007 ]]
Progress: 6.7% ... Training loss: 0.291 ... Validation loss: 0.457[[ 0.33455906]
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[[ 0.05188631 -0.14064761 0.04448292 ..., -0.13455492 0.15023125
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[ 0.03655334 0.05069624 0.12427584 ..., -0.24331945 -0.05068485
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[ 0.05997119 -0.03422656 -0.07369039 ..., 0.03863938 0.25240013
0.20713726]]
Progress: 6.7% ... Training loss: 0.294 ... Validation loss: 0.458[[ 0.32839582]
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[ 0.03663393 0.05062633 0.1240829 ..., -0.24333653 -0.0504827
0.1289108 ]
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[ 0.05942268 -0.03374575 -0.0723694 ..., 0.0387572 0.25121675
0.20834524]]
Progress: 6.7% ... Training loss: 0.292 ... Validation loss: 0.455[[ 0.32947631]
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[ 0.42522616]
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[[ 0.05130198 -0.14004942 0.04617594 ..., -0.13439325 0.14872732
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[ 0.0362761 0.05094334 0.12485032 ..., -0.24325418 -0.05129272
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[ 0.05959114 -0.03387991 -0.07277426 ..., 0.03872074 0.25180406
0.20792511]]
Progress: 6.7% ... Training loss: 0.292 ... Validation loss: 0.452[[ 0.33850984]
[-0.28380178]
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[ 1.21926243]
[ 0.43184752]
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[[ 0.05252763 -0.14113196 0.04358812 ..., -0.13466291 0.15136149
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[ 0.03628158 0.05093841 0.12483894 ..., -0.24325543 -0.05127867
0.12977726]
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-0.23327914]
[ 0.06008896 -0.03433952 -0.07397783 ..., 0.03860137 0.2531432
0.20665364]]
Progress: 6.7% ... Training loss: 0.304 ... Validation loss: 0.469[[ 0.3198558 ]
[-0.30023425]
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[ 0.03628158 0.05093841 0.12483894 ..., -0.24325543 -0.05127867
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-0.23277019]
[ 0.05925659 -0.03360862 -0.07196522 ..., 0.03877492 0.25134859
0.20866173]]
Progress: 6.7% ... Training loss: 0.312 ... Validation loss: 0.475[[ 0.33915902]
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[ 1.21888803]
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[[ 0.05209296 -0.14092372 0.04443077 ..., -0.13468206 0.15041304
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[ 0.03628689 0.05093688 0.12482212 ..., -0.24325558 -0.05127038
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-0.23389846]
[ 0.05950034 -0.03383511 -0.07256132 ..., 0.03871029 0.25204674
0.20805153]]
Progress: 6.7% ... Training loss: 0.304 ... Validation loss: 0.469[[ 0.32298258]
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[[ 0.05071876 -0.13975822 0.04773455 ..., -0.13439334 0.14721271
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[ 0.03621959 0.05099111 0.1249804 ..., -0.2432414 -0.05143778
0.12995446]
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-0.23298372]
[ 0.05872749 -0.03317059 -0.07073725 ..., 0.03886976 0.25042379
0.20979073]]
Progress: 6.7% ... Training loss: 0.302 ... Validation loss: 0.466[[ 0.33448508]
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[ 1.21453072]
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[[ 0.05122347 -0.14018127 0.04653046 ..., -0.13450406 0.1482557
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[ 0.03633276 0.05089409 0.12469752 ..., -0.24326985 -0.0511565
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[ 0.05863947 -0.03307483 -0.07050876 ..., 0.038892 0.2502322
0.20995354]]
Progress: 6.7% ... Training loss: 0.295 ... Validation loss: 0.463[[ 0.32462704]
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[[ 0.05080147 -0.13974683 0.04762313 ..., -0.1344039 0.14719062
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[ 0.03621553 0.05100703 0.12501268 ..., -0.24324715 -0.05146485
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[ 0.05904298 -0.03343749 -0.07155779 ..., 0.03880381 0.25132136
0.2089668 ]]
Progress: 6.7% ... Training loss: 0.294 ... Validation loss: 0.460[[ 0.3200612 ]
[-0.29726958]
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[[ 0.0509683 -0.1399016 0.04714532 ..., -0.1344539 0.14755411
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[ 0.05856432 -0.03295596 -0.07041219 ..., 0.03892957 0.25027826
0.21022478]]
Progress: 6.7% ... Training loss: 0.303 ... Validation loss: 0.471[[ 0.3269173 ]
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[[ 0.05062384 -0.13958857 0.04809498 ..., -0.13437182 0.14689614
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[ 0.03632276 0.05089973 0.1247345 ..., -0.24327591 -0.05112681
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[ 0.05822058 -0.03262509 -0.06957681 ..., 0.0390245 0.24960729
0.21101109]]
Progress: 6.7% ... Training loss: 0.293 ... Validation loss: 0.460[[ 0.31386095]
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[[ 0.04987274 -0.13894039 0.04996297 ..., -0.13419038 0.14514222
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[ 0.05723308 -0.03171198 -0.06718561 ..., 0.03927127 0.24748918
0.21345713]]
Progress: 6.7% ... Training loss: 0.334 ... Validation loss: 0.504[[ 0.34686509]
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[[ 0.05247604 -0.14155006 0.04304897 ..., -0.13494905 0.15199698
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[ 0.03607328 0.0511168 0.12529732 ..., -0.24321342 -0.05157542
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[ 0.05836861 -0.03282532 -0.07016742 ..., 0.03894186 0.25041295
0.21043674]]
Progress: 6.8% ... Training loss: 0.345 ... Validation loss: 0.509[[ 0.31930329]
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[[ 0.05113637 -0.14046453 0.04613111 ..., -0.13472161 0.14865988
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[ 0.03605798 0.05112643 0.12533678 ..., -0.24321112 -0.05159433
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[ 0.05781451 -0.03234967 -0.0688564 ..., 0.03904849 0.24921953
0.21177291]]
Progress: 6.8% ... Training loss: 0.311 ... Validation loss: 0.477[[ 0.33253429]
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[[ 0.05246738 -0.1417139 0.04302349 ..., -0.13506606 0.1518194
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[ 0.05780547 -0.0323369 -0.06884023 ..., 0.03905605 0.24942684
0.21176112]]
Progress: 6.8% ... Training loss: 0.292 ... Validation loss: 0.456[[ 0.31670883]
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[[ 0.05126328 -0.14066066 0.04604241 ..., -0.13480548 0.14910382
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[ 0.03627128 0.05092883 0.1247836 ..., -0.2432743 -0.05091998
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[ 0.05714017 -0.03174011 -0.06722007 ..., 0.03920635 0.24802525
0.21334817]]
Progress: 6.8% ... Training loss: 0.320 ... Validation loss: 0.486[[ 0.34462157]
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[ 0.03645883 0.05074712 0.1243258 ..., -0.24332518 -0.05043134
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[ 0.05811234 -0.03266621 -0.06973271 ..., 0.03894051 0.25053387
0.21082863]]
Progress: 6.8% ... Training loss: 0.335 ... Validation loss: 0.497[[ 0.31123841]
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[ 1.2042209 ]
[ 0.40661556]
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[[ 0.051092 -0.14079172 0.04612582 ..., -0.1349872 0.14879009
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[ 0.0362438 0.05091836 0.1247803 ..., -0.24328696 -0.0509603
0.13009995]
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[ 0.0577271 -0.03234439 -0.06882283 ..., 0.03901245 0.24965221
0.21157845]]
Progress: 6.8% ... Training loss: 0.346 ... Validation loss: 0.517[[ 0.33595986]
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[ 1.22215945]
[ 0.42883638]
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[[ 0.05303554 -0.14274425 0.04115018 ..., -0.13557478 0.1538079
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[ 0.0362438 0.05091836 0.1247803 ..., -0.24328696 -0.0509603
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[ 0.05880631 -0.03342213 -0.07166065 ..., 0.03870423 0.25239938
0.2088594 ]]
Progress: 6.8% ... Training loss: 0.299 ... Validation loss: 0.465[[ 0.31442312]
[-0.30217808]
[-0.80957419]
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[ 1.20760566]
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[[ 0.05234221 -0.14213362 0.04289251 ..., -0.13543083 0.15193573
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[ 0.03631281 0.05086067 0.12461302 ..., -0.24329913 -0.0507857 0.129963 ]
[-0.03687185 0.01534475 -0.04341421 ..., 0.16446558 -0.01543735
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-0.23575601]
[ 0.05839395 -0.03306549 -0.07066088 ..., 0.03878689 0.25135852
0.20972434]]
Progress: 6.8% ... Training loss: 0.326 ... Validation loss: 0.490[[ 0.32964932]
[-0.28774179]
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[ 1.21441556]
[ 0.42200917]
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[[ 0.05313623 -0.14291091 0.04087152 ..., -0.13566952 0.15398786
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[ 0.03625609 0.05091545 0.1247585 ..., -0.24328341 -0.0509328
0.13010645]
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-0.23674137]
[ 0.05890586 -0.03357881 -0.07203625 ..., 0.03863657 0.2526803
0.20843865]]
Progress: 6.8% ... Training loss: 0.291 ... Validation loss: 0.462[[ 0.3284423 ]
[-0.28766979]
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[ 1.21863943]
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[[ 0.05306494 -0.14280808 0.04117648 ..., -0.13564323 0.15375507
-0.17853529]
[ 0.03611643 0.05103674 0.12508262 ..., -0.2432533 -0.05125604
0.13044207]
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[ 0.05833308 -0.03305633 -0.07060603 ..., 0.03878262 0.25142341
0.20983694]]
Progress: 6.8% ... Training loss: 0.290 ... Validation loss: 0.457[[ 0.33017288]
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[ 1.21886528]
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[[ 0.05293956 -0.14270347 0.04154818 ..., -0.13562555 0.15373064
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[ 0.03599436 0.05114572 0.12537702 ..., -0.24322577 -0.05145404
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[ 0.05821149 -0.03294924 -0.07030621 ..., 0.0388099 0.25135575
0.2101012 ]]
Progress: 6.8% ... Training loss: 0.290 ... Validation loss: 0.455[[ 0.33099751]
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[ 0.42323663]
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[[ 0.05278433 -0.14260923 0.04179678 ..., -0.13559266 0.1533038
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[ 0.03592041 0.05120381 0.12551673 ..., -0.24321268 -0.05160183
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[ 0.05864579 -0.03335154 -0.07140177 ..., 0.03871014 0.25243616
0.20894235]]
Progress: 6.8% ... Training loss: 0.290 ... Validation loss: 0.456[[ 0.32224227]
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[[ 0.05211245 -0.14196963 0.0435849 ..., -0.13543166 0.15157074
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[ 0.03594454 0.05118715 0.12545688 ..., -0.24321694 -0.051539
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[ 0.05854492 -0.03323734 -0.07107005 ..., 0.03873711 0.25224598
0.20923563]]
Progress: 6.8% ... Training loss: 0.296 ... Validation loss: 0.461[[ 0.32656495]
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[[ 0.05269516 -0.14245487 0.04222567 ..., -0.13555791 0.15321155
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[ 0.03593986 0.05119121 0.12546809 ..., -0.24321574 -0.05154692
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[ 0.05887083 -0.03352569 -0.07192005 ..., 0.03866538 0.25318629
0.20853982]]
Progress: 6.8% ... Training loss: 0.289 ... Validation loss: 0.453[[ 0.32541186]
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[[ 0.05303842 -0.14280014 0.04129337 ..., -0.13565669 0.15422554
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[ 0.03595279 0.05117919 0.12543464 ..., -0.24321828 -0.05152392
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[ 0.0592096 -0.03383755 -0.07276516 ..., 0.03858402 0.25413372
0.20766292]]
Progress: 6.8% ... Training loss: 0.290 ... Validation loss: 0.455[[ 0.32534213]
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[[ 0.05280507 -0.14257288 0.04201301 ..., -0.13558734 0.15355562
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[ 0.03605441 0.05108921 0.12518363 ..., -0.24324233 -0.05126278
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[ 0.05902937 -0.03368379 -0.07234846 ..., 0.03862331 0.25393911
0.2081017 ]]
Progress: 6.9% ... Training loss: 0.290 ... Validation loss: 0.457[[ 0.33046415]
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[[ 0.05319265 -0.14290355 0.04108233 ..., -0.13569365 0.15437346
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[ 0.03578798 0.05132227 0.12578411 ..., -0.24317787 -0.05193051
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[ 0.05886207 -0.03352966 -0.0719523 ..., 0.03865459 0.25358178
0.20840599]]
Progress: 6.9% ... Training loss: 0.292 ... Validation loss: 0.456[[ 0.3239149 ]
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[[ 0.05287058 -0.14266651 0.04182164 ..., -0.13563112 0.15378844
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[ 0.03589511 0.05123131 0.12553646 ..., -0.24320141 -0.05165864
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[ 0.05923587 -0.03385633 -0.07288321 ..., 0.03856764 0.25468383
0.20757945]]
Progress: 6.9% ... Training loss: 0.292 ... Validation loss: 0.457[[ 0.32829082]
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[[ 0.05269126 -0.14252233 0.04227044 ..., -0.13558798 0.15341625
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[ 0.03592219 0.05120688 0.12546989 ..., -0.24320737 -0.05159392
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[ 0.05976793 -0.03435429 -0.07421491 ..., 0.03844297 0.25599713
0.2062521 ]]
Progress: 6.9% ... Training loss: 0.290 ... Validation loss: 0.456[[ 0.33365541]
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[ 0.03595768 0.05117814 0.12539513 ..., -0.24321539 -0.05150773
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[ 0.05995313 -0.03451447 -0.07465272 ..., 0.03840524 0.25646566
0.20580184]]
Progress: 6.9% ... Training loss: 0.294 ... Validation loss: 0.458[[ 0.32361727]
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[ 1.21846399]
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[[ 0.05216174 -0.14206425 0.04354498 ..., -0.13547795 0.152035
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[ 0.03590341 0.05122784 0.12548804 ..., -0.2432029 -0.05164722
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[ 0.05950586 -0.03410665 -0.07353515 ..., 0.03850311 0.25567666
0.20696427]]
Progress: 6.9% ... Training loss: 0.294 ... Validation loss: 0.461[[ 0.3290181 ]
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[ 0.05956977 -0.03416465 -0.07379272 ..., 0.03848021 0.25604527
0.20683198]]
Progress: 6.9% ... Training loss: 0.289 ... Validation loss: 0.455[[ 0.31970767]
[-0.29641452]
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[ 1.21593779]
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[[ 0.0516211 -0.14159351 0.04483603 ..., -0.13534999 0.15074654
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[ 0.03603751 0.0510986 0.12513165 ..., -0.24323528 -0.05129373
0.13043842]
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-0.23549446]
[ 0.05965006 -0.03422629 -0.07396305 ..., 0.03846279 0.25648137
0.20665999]]
Progress: 6.9% ... Training loss: 0.303 ... Validation loss: 0.469[[ 0.32623242]
[-0.29124408]
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[[ 0.05137454 -0.14133928 0.04546533 ..., -0.13527487 0.1501507
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[ 0.03585557 0.05126739 0.12556841 ..., -0.24319011 -0.05165122
0.13089874]
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-0.2368205 ]
[ 0.05993736 -0.03449546 -0.0746981 ..., 0.0383957 0.25729691
0.20590033]]
Progress: 6.9% ... Training loss: 0.291 ... Validation loss: 0.457[[ 0.33298656]
[-0.28652308]
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[ 1.22298467]
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[[ 0.05199399 -0.14190567 0.0439363 ..., -0.13543052 0.15175303
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[ 0.03596526 0.05117297 0.12529959 ..., -0.2432168 -0.05136707
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-0.23699834]
[ 0.05998081 -0.03452998 -0.07479849 ..., 0.03838735 0.25750607
0.2057994 ]]
Progress: 6.9% ... Training loss: 0.292 ... Validation loss: 0.457[[ 0.32825749]
[-0.28924079]
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[ 1.22245906]
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[[ 0.05177558 -0.14168753 0.0445632 ..., -0.13537955 0.15134973
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[ 0.03587106 0.05125433 0.12552426 ..., -0.24319801 -0.05156945
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[ 0.05979215 -0.03435565 -0.07431478 ..., 0.03843981 0.25720267
0.20632595]]
Progress: 6.9% ... Training loss: 0.290 ... Validation loss: 0.455[[ 0.32026691]
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[ 1.21715338]
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[[ 0.05079525 -0.14078472 0.04696493 ..., -0.13515407 0.14917527
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[ 0.03609416 0.05106021 0.12499891 ..., -0.24324584 -0.05103248
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[ 0.05932626 -0.03392194 -0.07316337 ..., 0.03855266 0.25623009
0.20742399]]
Progress: 6.9% ... Training loss: 0.302 ... Validation loss: 0.467[[ 0.32703992]
[-0.28892179]
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[[ 0.05125231 -0.1411852 0.04603398 ..., -0.13527289 0.15024815
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[ 0.05952741 -0.03411992 -0.07367469 ..., 0.0384989 0.25680722
0.20691556]]
Progress: 6.9% ... Training loss: 0.289 ... Validation loss: 0.455[[ 0.32271768]
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[[ 0.05127542 -0.1412022 0.04597154 ..., -0.13526295 0.15038494
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[ 0.03638838 0.05080193 0.124288 ..., -0.24331299 -0.05031375
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[ 0.05985649 -0.03437245 -0.07457543 ..., 0.03843593 0.25796064
0.20603427]]
Progress: 6.9% ... Training loss: 0.292 ... Validation loss: 0.458[[ 0.32952182]
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[ 0.42099605]
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[[ 0.0516674 -0.14156144 0.0449872 ..., -0.13536267 0.15122266
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[ 0.03647652 0.0507346 0.12405281 ..., -0.24333676 -0.0500906
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[ 0.05976473 -0.03429495 -0.07436453 ..., 0.03846054 0.25792024
0.20626226]]
Progress: 6.9% ... Training loss: 0.290 ... Validation loss: 0.456[[ 0.33186833]
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[[ 0.05193031 -0.14173459 0.04441776 ..., -0.13542389 0.15211223
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[ 0.03664548 0.05058958 0.12365168 ..., -0.2433751 -0.04967205
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[ 0.05918378 -0.03376599 -0.07299123 ..., 0.03859949 0.25683079
0.2076041 ]]
Progress: 7.0% ... Training loss: 0.294 ... Validation loss: 0.455[[ 0.32259236]
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[[ 0.05113588 -0.14103654 0.0463515 ..., -0.1352527 0.15012289
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[ 0.03664644 0.05059093 0.12365103 ..., -0.24337473 -0.04967207
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[ 0.05907898 -0.03366991 -0.07270668 ..., 0.03862342 0.25676415
0.20787005]]
Progress: 7.0% ... Training loss: 0.294 ... Validation loss: 0.457[[ 0.33409144]
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[[ 0.052296 -0.14211627 0.04359965 ..., -0.13553892 0.15287253
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[ 0.03679477 0.05045613 0.1233001 ..., -0.24341078 -0.04929377
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[ 0.0601143 -0.03462866 -0.07532303 ..., 0.03836841 0.25947478
0.20535074]]
Progress: 7.0% ... Training loss: 0.297 ... Validation loss: 0.465[[ 0.32862062]
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[[ 0.05265584 -0.14240669 0.04286005 ..., -0.13560556 0.15342346
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[ 0.03674739 0.05049746 0.12339194 ..., -0.24340151 -0.04939438
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[ 0.05958522 -0.03416759 -0.07415923 ..., 0.03847428 0.25828555
0.20639601]]
Progress: 7.0% ... Training loss: 0.289 ... Validation loss: 0.454[[ 0.32655657]
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[ 0.03671902 0.05052213 0.1234603 ..., -0.2433949 -0.04946457
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[ 0.05965208 -0.03423078 -0.07426828 ..., 0.03845705 0.25846142
0.20627031]]
Progress: 7.0% ... Training loss: 0.290 ... Validation loss: 0.456[[ 0.33208187]
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[ 1.23151416]
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[[ 0.05365642 -0.14332339 0.04055271 ..., -0.13584942 0.15565554
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[ 0.03688765 0.05037057 0.12304819 ..., -0.24343613 -0.0490287
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0.20660004]]
Progress: 7.0% ... Training loss: 0.295 ... Validation loss: 0.468[[ 0.34056676]
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[[ 0.05492624 -0.14440755 0.03762791 ..., -0.13614955 0.15865321
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[ 0.03661322 0.05060898 0.1236261 ..., -0.24337561 -0.04971953
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[ 0.05994113 -0.03445991 -0.07497321 ..., 0.03839381 0.25929384
0.20564469]]
Progress: 7.0% ... Training loss: 0.325 ... Validation loss: 0.495[[ 0.3242257 ]
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[ 0.06018399 -0.03465429 -0.07554604 ..., 0.0383534 0.25998473
0.2050814 ]]
Progress: 7.0% ... Training loss: 0.290 ... Validation loss: 0.453[[ 0.33058367]
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[[ 0.0544019 -0.14396894 0.03880024 ..., -0.13604234 0.15724543
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[ 0.03636738 0.05083448 0.12416158 ..., -0.24332056 -0.05034945
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[ 0.06050121 -0.0349503 -0.07633865 ..., 0.03827359 0.26083206
0.20423645]]
Progress: 7.0% ... Training loss: 0.292 ... Validation loss: 0.458[[ 0.33458706]
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[[ 0.05558616 -0.14501763 0.0361684 ..., -0.13632527 0.16017353
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[ 0.03630164 0.05091163 0.1243782 ..., -0.24330486 -0.05053539
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[ 0.06139522 -0.0357601 -0.07836982 ..., 0.03806119 0.26313911
0.20205799]]
Progress: 7.0% ... Training loss: 0.300 ... Validation loss: 0.468[[ 0.32772401]
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[[ 0.05581779 -0.14520525 0.03576949 ..., -0.13636736 0.16063343
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[ 0.06083738 -0.03523445 -0.07703933 ..., 0.03818878 0.26188609
0.2034126 ]]
Progress: 7.0% ... Training loss: 0.289 ... Validation loss: 0.450[[ 0.32140991]
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[[ 0.05519259 -0.14463467 0.03733087 ..., -0.13621061 0.15896988
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[ 0.03640056 0.05082757 0.12413188 ..., -0.24332571 -0.0502972
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[ 0.06081001 -0.03520942 -0.07694249 ..., 0.03819842 0.261886
0.20346924]]
Progress: 7.0% ... Training loss: 0.294 ... Validation loss: 0.454[[ 0.3329304 ]
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[ 0.03646254 0.05077061 0.12397478 ..., -0.24334185 -0.05015545
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[ 0.06112483 -0.03549033 -0.07770516 ..., 0.03812812 0.2627665
0.20273125]]
Progress: 7.0% ... Training loss: 0.297 ... Validation loss: 0.466[[ 0.31732598]
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[ 0.03632969 0.05089249 0.12429757 ..., -0.2433103 -0.05047213
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[ 0.06020553 -0.03466142 -0.0755042 ..., 0.03832201 0.26065532
0.2048207 ]]
Progress: 7.0% ... Training loss: 0.301 ... Validation loss: 0.457[[ 0.33909042]
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[[ 0.05639835 -0.14587944 0.03422274 ..., -0.13661523 0.16204035
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[ 0.06080306 -0.03522059 -0.07700465 ..., 0.03816725 0.26220839
0.2032659 ]]
Progress: 7.0% ... Training loss: 0.319 ... Validation loss: 0.491[[ 0.31374242]
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[ 0.03657451 0.05067318 0.12372405 ..., -0.24336664 -0.04984517
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[ 0.06065766 -0.03510032 -0.07658197 ..., 0.03819649 0.26190965
0.203592 ]]
Progress: 7.1% ... Training loss: 0.319 ... Validation loss: 0.470[[ 0.32984158]
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[[ 0.05528829 -0.14501272 0.0367686 ..., -0.13644869 0.15919867
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[ 0.03647184 0.05077607 0.12397245 ..., -0.24333657 -0.0501184
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[ 0.06066212 -0.0350916 -0.07660196 ..., 0.03819148 0.26209593
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Progress: 7.1% ... Training loss: 0.290 ... Validation loss: 0.455[[ 0.32257478]
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[ 0.03652782 0.05072692 0.12383784 ..., -0.24334938 -0.04998066
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[ 0.05993985 -0.03442397 -0.07486814 ..., 0.03836388 0.26065569
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Progress: 7.1% ... Training loss: 0.295 ... Validation loss: 0.454[[ 0.32964386]
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[ 0.03657638 0.05069397 0.12372412 ..., -0.24335805 -0.04988432
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[ 0.06028363 -0.0347451 -0.07573232 ..., 0.03827272 0.26152157
0.20444897]]
Progress: 7.1% ... Training loss: 0.289 ... Validation loss: 0.452[[ 0.32857533]
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[[ 0.05458548 -0.14437916 0.03853415 ..., -0.13630424 0.15763971
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[ 0.03657638 0.05069397 0.12372412 ..., -0.24335805 -0.04988432
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[ 0.06049797 -0.03495484 -0.07634424 ..., 0.03821728 0.26223306
0.20390805]]
Progress: 7.1% ... Training loss: 0.288 ... Validation loss: 0.451[[ 0.33735432]
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[[ 0.05525013 -0.14490143 0.03702679 ..., -0.13645957 0.15919011
-0.18496163]
[ 0.03669255 0.05059221 0.12344291 ..., -0.24338475 -0.04961414
0.12882835]
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[ 0.06046686 -0.0349034 -0.07622641 ..., 0.03822692 0.26222275
0.2039204 ]]
Progress: 7.1% ... Training loss: 0.304 ... Validation loss: 0.477[[ 0.32838998]
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[ 1.24075186]
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[[ 0.05446963 -0.14426311 0.03881653 ..., -0.13628321 0.1574257
-0.18327316]
[ 0.0367968 0.05050556 0.12320014 ..., -0.24340709 -0.04935866
0.12862547]
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[ 0.06032764 -0.0347618 -0.0758869 ..., 0.03826279 0.26187905
0.20423356]]
Progress: 7.1% ... Training loss: 0.289 ... Validation loss: 0.452[[ 0.33368288]
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[ 1.24856724]
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[[ 0.05537309 -0.14503394 0.0367193 ..., -0.13649063 0.15954591
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[ 0.036877 0.05043143 0.1229604 ..., -0.2434297 -0.04909554
0.12840734]
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[ 0.06088025 -0.03524835 -0.07728631 ..., 0.03814041 0.26343289
0.20292584]]
Progress: 7.1% ... Training loss: 0.296 ... Validation loss: 0.458[[ 0.33136892]
[-0.28950035]
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[ 1.24838545]
[ 0.42505421]
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[[ 0.05533373 -0.14496539 0.03691961 ..., -0.13648426 0.15948843
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[ 0.03694806 0.05037528 0.1227928 ..., -0.24344415 -0.04891815
0.12824585]
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-0.24003354]
[ 0.06065565 -0.03503676 -0.07671178 ..., 0.03819123 0.26316308
0.20352735]]
Progress: 7.1% ... Training loss: 0.292 ... Validation loss: 0.453[[ 0.32579172]
[-0.29496546]
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[ 1.24349268]
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[[ 0.05496181 -0.14465622 0.0378344 ..., -0.13639856 0.15856036
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[ 0.03706866 0.05027042 0.12250757 ..., -0.24347056 -0.04862493
0.12796491]
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-0.23883313]
[ 0.0608822 -0.0352443 -0.07725286 ..., 0.03814291 0.26384786
0.20291489]]
Progress: 7.1% ... Training loss: 0.290 ... Validation loss: 0.446[[ 0.32559353]
[-0.29516218]
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[ 1.24190056]
[ 0.41857454]
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[[ 0.05469504 -0.14440421 0.03859793 ..., -0.1363378 0.15814404
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[ 0.03688622 0.05042371 0.1229538 ..., -0.24343046 -0.04904026
0.12842154]
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[ 0.06084545 -0.03516412 -0.07712368 ..., 0.03816435 0.26393579
0.20309902]]
Progress: 7.1% ... Training loss: 0.290 ... Validation loss: 0.447[[ 0.3302983 ]
[-0.29070898]
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[ 1.24428766]
[ 0.42238059]
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[[ 0.05488094 -0.14457749 0.03818532 ..., -0.1363905 0.15871075
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[ 0.03692453 0.05038449 0.12286018 ..., -0.24344202 -0.04892434
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-0.23913126]
[ 0.06087935 -0.03519161 -0.07719075 ..., 0.0381631 0.2641628
0.20308141]]
Progress: 7.1% ... Training loss: 0.289 ... Validation loss: 0.453[[ 0.3291711 ]
[-0.29248054]
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[[ 0.05479827 -0.14451896 0.03845423 ..., -0.13638474 0.15874587
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[ 0.0369982 0.05031973 0.12268544 ..., -0.24346009 -0.04874268
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[ 0.06058945 -0.03489847 -0.07637671 ..., 0.03823356 0.26373504
0.20380168]]
Progress: 7.1% ... Training loss: 0.289 ... Validation loss: 0.445[[ 0.33398272]
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[[ 0.0546876 -0.1444357 0.03870596 ..., -0.13636676 0.15856476
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[ 0.03692237 0.05038747 0.12286723 ..., -0.24344203 -0.0489312
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[ 0.06033229 -0.03465905 -0.07580065 ..., 0.03829017 0.26324434
0.2043362 ]]
Progress: 7.1% ... Training loss: 0.292 ... Validation loss: 0.455[[ 0.32803428]
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[[ 0.05487212 -0.14463835 0.038178 ..., -0.13640349 0.15897742
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[ 0.03698164 0.05033153 0.12271716 ..., -0.24345363 -0.04876365
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[ 0.06027865 -0.03461031 -0.0757676 ..., 0.03830637 0.26316894
0.20442743]]
Progress: 7.1% ... Training loss: 0.289 ... Validation loss: 0.447[[ 0.3338042 ]
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[ 1.24408424]
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[[ 0.05508652 -0.14485306 0.03772471 ..., -0.13645858 0.15944268
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[ 0.06067488 -0.03494998 -0.07678649 ..., 0.03821358 0.26421056
0.20353653]]
Progress: 7.2% ... Training loss: 0.290 ... Validation loss: 0.454[[ 0.32301216]
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[[ 0.05377651 -0.14374429 0.04071926 ..., -0.13616482 0.15644539
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[ 0.03698903 0.05032049 0.12269318 ..., -0.24345643 -0.04873921
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[ 0.06028699 -0.03460856 -0.07587401 ..., 0.03830203 0.26334433
0.20428093]]
Progress: 7.2% ... Training loss: 0.303 ... Validation loss: 0.458[[ 0.33686068]
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[[ 0.05432859 -0.14425897 0.03942156 ..., -0.1363065 0.15782881
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[ 0.03704395 0.05027514 0.1225572 ..., -0.24346904 -0.04857412
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[ 0.06098691 -0.03526725 -0.07761741 ..., 0.03810441 0.26513304
0.202616 ]]
Progress: 7.2% ... Training loss: 0.292 ... Validation loss: 0.464[[ 0.33539475]
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[[ 0.05367669 -0.14366726 0.04102404 ..., -0.13616589 0.15623272
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[ 0.03704395 0.05027514 0.1225572 ..., -0.24346904 -0.04857412
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[ 0.06063146 -0.03493721 -0.07678694 ..., 0.03819218 0.26441397
0.20337234]]
Progress: 7.2% ... Training loss: 0.291 ... Validation loss: 0.458[[ 0.33193966]
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[[ 0.05334888 -0.14337793 0.04191788 ..., -0.13609835 0.15520354
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[ 0.03709952 0.05022973 0.12242743 ..., -0.24348087 -0.04843503
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[ 0.06062921 -0.0349326 -0.07679154 ..., 0.03818806 0.26437002
0.2033666 ]]
Progress: 7.2% ... Training loss: 0.288 ... Validation loss: 0.453[[ 0.33867084]
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[[ 0.05439921 -0.14431626 0.03954505 ..., -0.13636843 0.15762757
-0.18327251]
[ 0.03710534 0.05022071 0.12241872 ..., -0.24348289 -0.0483831
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[ 0.06077657 -0.03505652 -0.07707752 ..., 0.03815233 0.26482943
0.20297494]]
Progress: 7.2% ... Training loss: 0.296 ... Validation loss: 0.464[[ 0.32258233]
[-0.30104212]
[-0.79636848]
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[ 1.23506706]
[ 0.41103232]
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[[ 0.0532518 -0.14333757 0.04221178 ..., -0.13612076 0.15493939
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[ 0.03708017 0.05024088 0.12247689 ..., -0.24347746 -0.04844537
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-0.23788563]
[ 0.06059407 -0.03491422 -0.07669736 ..., 0.03819434 0.26446134
0.20341239]]
Progress: 7.2% ... Training loss: 0.303 ... Validation loss: 0.460[[ 0.34681122]
[-0.28009104]
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[ 0.4326062 ]
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[[ 0.05500297 -0.14497961 0.03791662 ..., -0.1365839 0.15910883
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[ 0.03709541 0.05023072 0.12243384 ..., -0.24347833 -0.04842659
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-0.23868709]
[ 0.06075317 -0.03504247 -0.0770529 ..., 0.038159 0.26490634
0.20306944]]
Progress: 7.2% ... Training loss: 0.330 ... Validation loss: 0.498[[ 0.32892316]
[-0.29415098]
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[ 1.24396186]
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[[ 0.05388931 -0.14403577 0.04048971 ..., -0.13636271 0.15630908
-0.18222156]
[ 0.0370505 0.05026697 0.12252337 ..., -0.24347028 -0.04852989
0.12803858]
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-0.2382943 ]
[ 0.06017903 -0.03453654 -0.0757875 ..., 0.03827771 0.26386909
0.2043452 ]]
Progress: 7.2% ... Training loss: 0.289 ... Validation loss: 0.449[[ 0.33059387]
[-0.29112325]
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[ 1.24479617]
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[[ 0.05387683 -0.14398454 0.04064606 ..., -0.13634733 0.15623682
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[ 0.03722087 0.05011229 0.12210392 ..., -0.24351058 -0.0481028
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-0.23912347]
[ 0.06029413 -0.03463047 -0.07608129 ..., 0.03825716 0.26424504
0.20408497]]
Progress: 7.2% ... Training loss: 0.288 ... Validation loss: 0.451[[ 0.32568289]
[-0.29592583]
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[ 1.24276995]
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[[ 0.05378604 -0.14389707 0.04086851 ..., -0.13632861 0.1561396
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[ 0.03737123 0.04998074 0.12175051 ..., -0.24354611 -0.0477362
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-0.2405063 ]
[ 0.05989748 -0.03427887 -0.07516381 ..., 0.03835374 0.26345886
0.20506416]]
Progress: 7.2% ... Training loss: 0.292 ... Validation loss: 0.453[[ 0.34641641]
[-0.27949442]
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[ 1.26102186]
[ 0.4343726 ]
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[[ 0.05568304 -0.14569651 0.03623038 ..., -0.13683079 0.16088189
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[ 0.03743133 0.04992415 0.1215711 ..., -0.24356161 -0.04756813
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[-0.19059393 -0.18522019 -0.1219372 ..., 0.10622627 -0.0576972 -0.035135 ]
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[ 0.060377 -0.03473064 -0.07635424 ..., 0.03822831 0.26477641
0.2039406 ]]
Progress: 7.2% ... Training loss: 0.330 ... Validation loss: 0.513[[ 0.32530741]
[-0.29731318]
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[[ 0.05503033 -0.14516518 0.03784182 ..., -0.13669349 0.15922675
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[ 0.03726052 0.05006662 0.12193232 ..., -0.24352575 -0.04800975
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[ 0.05995514 -0.03437098 -0.07536603 ..., 0.0383158 0.26399303
0.20493417]]
Progress: 7.2% ... Training loss: 0.291 ... Validation loss: 0.449[[ 0.3291754 ]
[-0.29330235]
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[[ 0.05488688 -0.14499706 0.03826877 ..., -0.13665924 0.15879603
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[ 0.03731987 0.05001562 0.12179091 ..., -0.2435406 -0.04786541
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[ 0.06017553 -0.03458673 -0.07593415 ..., 0.03825864 0.26461589
0.20440789]]
Progress: 7.2% ... Training loss: 0.288 ... Validation loss: 0.449[[ 0.32872221]
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[[ 0.05472726 -0.14485415 0.03857575 ..., -0.13661499 0.15850408
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[ 0.03728582 0.05004594 0.12187224 ..., -0.24353152 -0.04795518
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[ 0.06031099 -0.03470437 -0.07624665 ..., 0.03822855 0.26497767
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Progress: 7.2% ... Training loss: 0.289 ... Validation loss: 0.449[[ 0.32964908]
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[[ 0.05519812 -0.14527602 0.03749752 ..., -0.13672694 0.15966862
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[ 0.03741057 0.04993346 0.12157022 ..., -0.24356347 -0.0476406
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[ 0.06003855 -0.03443858 -0.07563755 ..., 0.03829629 0.26449685
0.20474783]]
Progress: 7.3% ... Training loss: 0.287 ... Validation loss: 0.453[[ 0.32937355]
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[[ 0.05471646 -0.14485177 0.03873715 ..., -0.13659704 0.15865 -0.18354883]
[ 0.03738683 0.04995516 0.12161858 ..., -0.24355812 -0.04769682
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[ 0.05986699 -0.03428941 -0.07522954 ..., 0.03834048 0.26434607
0.20519889]]
Progress: 7.3% ... Training loss: 0.289 ... Validation loss: 0.457[[ 0.32780477]
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[[ 0.05476638 -0.14491198 0.03861367 ..., -0.13661457 0.15876709
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[ 0.03732194 0.05001325 0.12174655 ..., -0.24354132 -0.04787354
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[ 0.05944782 -0.03390538 -0.07422624 ..., 0.03844852 0.26346532
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Progress: 7.3% ... Training loss: 0.290 ... Validation loss: 0.452[[ 0.33091299]
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[[ 0.05460509 -0.14474488 0.03907187 ..., -0.13656438 0.15825196
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[ 0.03739624 0.04994644 0.12156712 ..., -0.24355952 -0.04769656
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[ 0.05987968 -0.03430305 -0.07526744 ..., 0.03834173 0.26462077
0.20516067]]
Progress: 7.3% ... Training loss: 0.287 ... Validation loss: 0.454[[ 0.34154222]
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[[ 0.05535384 -0.14537346 0.03742831 ..., -0.13674788 0.15982286
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[ 0.03730144 0.05003226 0.12179839 ..., -0.24353663 -0.04790511
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[ 0.06018434 -0.0345691 -0.07605711 ..., 0.03825919 0.26540597
0.20430506]]
Progress: 7.3% ... Training loss: 0.312 ... Validation loss: 0.481[[ 0.3256885 ]
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[[ 0.05449074 -0.14465413 0.03939522 ..., -0.13656611 0.15755796
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[ 0.03738479 0.04996337 0.12160862 ..., -0.24355418 -0.04770628
0.1273215 ]
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-0.23983987]
[ 0.06008247 -0.03445763 -0.07578182 ..., 0.03828844 0.26511004
0.204662 ]]
Progress: 7.3% ... Training loss: 0.291 ... Validation loss: 0.448[[ 0.33279053]
[-0.29251712]
[-0.78577493]
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[ 1.25824278]
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[[ 0.05457718 -0.1447659 0.03916353 ..., -0.13659491 0.15783288
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[ 0.03745398 0.04990003 0.12144528 ..., -0.24357159 -0.04755007
0.12715751]
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-0.23960761]
[ 0.06042363 -0.03477399 -0.07657135 ..., 0.03820103 0.26598092
0.20367803]]
Progress: 7.3% ... Training loss: 0.289 ... Validation loss: 0.449[[ 0.33322571]
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[-0.78550672]
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[[ 0.05517792 -0.14533488 0.03777081 ..., -0.13674645 0.15941311
-0.18526753]
[ 0.03749217 0.04986565 0.12135048 ..., -0.24358138 -0.04744823
0.12710668]
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-0.24001583]
[ 0.0607092 -0.03502882 -0.07722965 ..., 0.03812992 0.26679824
0.20301765]]
Progress: 7.3% ... Training loss: 0.289 ... Validation loss: 0.453[[ 0.34182976]
[-0.28538923]
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[ 1.25969432]
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[[ 0.05595921 -0.14602633 0.03594883 ..., -0.13694976 0.16148375
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[ 0.0375618 0.049803 0.12118911 ..., -0.24359778 -0.04731961
0.12695064]
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0.31473744]
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-0.23999199]
[ 0.06029974 -0.03465046 -0.07622759 ..., 0.03823691 0.26609728
0.2040378 ]]
Progress: 7.3% ... Training loss: 0.306 ... Validation loss: 0.481[[ 0.32567843]
[-0.29993816]
[-0.79270433]
[-0.83150917]
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[ 1.24868941]
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[[ 0.05484027 -0.14509679 0.0385901 ..., -0.13670181 0.15900546
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[ 0.0375618 0.049803 0.12118911 ..., -0.24359778 -0.04731961
0.12695064]
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-0.23944156]
[ 0.06003839 -0.0344389 -0.07563467 ..., 0.03829562 0.26570731
0.2046227 ]]
Progress: 7.3% ... Training loss: 0.295 ... Validation loss: 0.455[[ 0.32875079]
[-0.29670056]
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[-0.82803961]
[-0.24161187]
[ 1.25430486]
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[[ 0.05494192 -0.14511354 0.03853778 ..., -0.13670549 0.15929141
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[ 0.03773007 0.04965445 0.1207903 ..., -0.24364334 -0.04689324
0.12654011]
[-0.04046003 0.01677553 -0.03000269 ..., 0.16437268 -0.02156257
0.31411357]
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[-0.19089523 -0.1850492 -0.1212771 ..., 0.10624454 -0.05896049
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-0.24005225]
[ 0.05978486 -0.03416784 -0.0749076 ..., 0.03837932 0.26522424
0.20538095]]
Progress: 7.3% ... Training loss: 0.288 ... Validation loss: 0.449[[ 0.33430796]
[-0.29225608]
[-0.78478561]
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[ 1.25947885]
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[[ 0.05506716 -0.14521284 0.03825524 ..., -0.13674676 0.15947227
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[ 0.03745351 0.04990998 0.12144569 ..., -0.24357288 -0.04750878
0.12708307]
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-0.24027551]
[ 0.06029611 -0.03464464 -0.07616662 ..., 0.03824377 0.26651925
0.20414867]]
Progress: 7.3% ... Training loss: 0.289 ... Validation loss: 0.453[[ 0.33357392]
[-0.29394782]
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[[ 0.05458978 -0.14480904 0.03937999 ..., -0.13664083 0.15823918
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[ 0.03755487 0.04982089 0.12120672 ..., -0.24359596 -0.047267
0.12686153]
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-0.24026674]
[ 0.06057604 -0.03489888 -0.07685301 ..., 0.03817217 0.26727502
0.20347801]]
Progress: 7.3% ... Training loss: 0.287 ... Validation loss: 0.450[[ 0.32942021]
[-0.29801374]
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[[ 0.0541593 -0.14441366 0.04041777 ..., -0.13653148 0.15714396
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[ 0.03761649 0.04976596 0.1210628 ..., -0.24361151 -0.04711138
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[ 0.06091429 -0.03517856 -0.07761145 ..., 0.03809924 0.26816763
0.20276186]]
Progress: 7.3% ... Training loss: 0.288 ... Validation loss: 0.449[[ 0.33630547]
[-0.2903564 ]
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[[ 0.05416365 -0.14441361 0.04047704 ..., -0.13653119 0.15698695
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[ 0.03765913 0.04972634 0.12095753 ..., -0.2436228 -0.04700266
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[ 0.06120497 -0.03542887 -0.0782963 ..., 0.03802222 0.26895398
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Progress: 7.3% ... Training loss: 0.290 ... Validation loss: 0.462[[ 0.32663766]
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[[ 0.05352012 -0.14381513 0.04213076 ..., -0.13637552 0.15551489
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[ 0.03761912 0.04975861 0.12104144 ..., -0.24361444 -0.04706118
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[ 0.06087175 -0.03512839 -0.07755792 ..., 0.03810996 0.26834708
0.20283962]]
Progress: 7.4% ... Training loss: 0.292 ... Validation loss: 0.453[[ 0.3306587 ]
[-0.29512691]
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[ 1.25599221]
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[[ 0.0541477 -0.14439226 0.04065995 ..., -0.13654575 0.15715445
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[ 0.0376638 0.04971861 0.12093697 ..., -0.24362645 -0.04694831
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[ 0.06075614 -0.03501713 -0.07725018 ..., 0.03813718 0.26806522
0.20315721]]
Progress: 7.4% ... Training loss: 0.287 ... Validation loss: 0.453[[ 0.32959816]
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[[ 0.05424752 -0.14447327 0.04051105 ..., -0.13656358 0.15743067
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[ 0.03726982 0.05006924 0.12184512 ..., -0.24352809 -0.04791532
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[ 0.06073765 -0.0349613 -0.07718753 ..., 0.03815322 0.26812418
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Progress: 7.4% ... Training loss: 0.287 ... Validation loss: 0.451[[ 0.33562778]
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[[ 0.05484812 -0.14498417 0.0391468 ..., -0.13668181 0.15863351
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[ 0.03731394 0.05003155 0.12174067 ..., -0.24353839 -0.04781042
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-0.24211045]
[ 0.06083567 -0.03501983 -0.07744218 ..., 0.03813739 0.26833521
0.20299187]]
Progress: 7.4% ... Training loss: 0.294 ... Validation loss: 0.459[[ 0.31905544]
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[[ 0.05397101 -0.14418411 0.04123757 ..., -0.13646202 0.15635002
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[ 0.03743623 0.04992614 0.12145416 ..., -0.24356674 -0.0474954
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[ 0.0601728 -0.03440598 -0.07585919 ..., 0.03830515 0.26677518
0.20456192]]
Progress: 7.4% ... Training loss: 0.304 ... Validation loss: 0.464[[ 0.33416866]
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[ 1.26392152]
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[ 0.0379137 0.04947276 0.12026406 ..., -0.24370595 -0.04622892
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[ 0.06054885 -0.03477229 -0.0767956 ..., 0.03819324 0.26779518
0.20367377]]
Progress: 7.4% ... Training loss: 0.293 ... Validation loss: 0.462[[ 0.32834857]
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[ 1.25781443]
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[[ 0.05491894 -0.14510916 0.03913304 ..., -0.13673305 0.15875269
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[ 0.03801771 0.04938203 0.12002564 ..., -0.24373143 -0.04596402
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[ 0.05978982 -0.03407227 -0.07502258 ..., 0.03838978 0.26628168
0.20550491]]
Progress: 7.4% ... Training loss: 0.287 ... Validation loss: 0.455[[ 0.33461267]
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[ 1.26370922]
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[[ 0.05583609 -0.14597105 0.0369408 ..., -0.13698194 0.1609837
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[ 0.03797693 0.04941118 0.12008807 ..., -0.2437246 -0.04602426
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-0.24160258]
[ 0.0606556 -0.0348794 -0.0771365 ..., 0.03815828 0.26863492
0.2033092 ]]
Progress: 7.4% ... Training loss: 0.294 ... Validation loss: 0.464[[ 0.31339966]
[-0.30956853]
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[ 1.24980044]
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[[ 0.05411894 -0.14443751 0.04107157 ..., -0.136553 0.15716207
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[ 0.03797693 0.04941118 0.12008807 ..., -0.2437246 -0.04602426
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[ 0.06033528 -0.03461147 -0.07645768 ..., 0.03824457 0.26819546
0.20406415]]
Progress: 7.4% ... Training loss: 0.323 ... Validation loss: 0.485[[ 0.3428621 ]
[-0.28448369]
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[[ 0.05598551 -0.14625701 0.03644695 ..., -0.13714842 0.16199868
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[ 0.03819064 0.04920248 0.11954873 ..., -0.24379201 -0.04546594
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[ 0.06082247 -0.03509622 -0.07768334 ..., 0.03809505 0.26943581
0.20277606]]
Progress: 7.4% ... Training loss: 0.327 ... Validation loss: 0.486[[ 0.32319861]
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[[ 0.05452684 -0.14503353 0.03973946 ..., -0.13684078 0.15819192
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[ 0.03813903 0.04924529 0.11966498 ..., -0.2437829 -0.04557975
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[ 0.06028754 -0.0346347 -0.07648821 ..., 0.03821445 0.26838946
0.20399822]]
Progress: 7.4% ... Training loss: 0.293 ... Validation loss: 0.454[[ 0.33897414]
[-0.28960782]
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[ 1.27521692]
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[[ 0.05613897 -0.14655189 0.03595129 ..., -0.13727362 0.16189336
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[ 0.03819184 0.04919182 0.11949026 ..., -0.24380404 -0.04538067
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[ 0.06062631 -0.03495611 -0.07725718 ..., 0.03812306 0.26918795
0.20311648]]
Progress: 7.4% ... Training loss: 0.308 ... Validation loss: 0.461[[ 0.31804656]
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[[ 0.05444536 -0.14509751 0.0399079 ..., -0.13689019 0.15802236
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[ 0.03813946 0.04923799 0.11960571 ..., -0.24379205 -0.04551267
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[ 0.06023582 -0.03461274 -0.07631848 ..., 0.03821737 0.26837959
0.20399384]]
Progress: 7.4% ... Training loss: 0.308 ... Validation loss: 0.469[[ 0.33096809]
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[[ 0.05512433 -0.14577618 0.03843179 ..., -0.13709375 0.15946212
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[ 0.03821049 0.04916701 0.11942348 ..., -0.24381332 -0.04532286
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[ 0.06066823 -0.03504049 -0.07737865 ..., 0.03808487 0.26944278
0.20291314]]
Progress: 7.4% ... Training loss: 0.287 ... Validation loss: 0.450[[ 0.32368637]
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[[ 0.05433747 -0.14506414 0.04030446 ..., -0.13690118 0.15772267
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[ 0.03828418 0.0491057 0.11925871 ..., -0.24383147 -0.04513518
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[ 0.0595985 -0.0340289 -0.07474492 ..., 0.03836839 0.26721474
0.20556685]]
Progress: 7.4% ... Training loss: 0.294 ... Validation loss: 0.458[[ 0.32954182]
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[[ 0.05467776 -0.14538821 0.03954526 ..., -0.1370083 0.15862723
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[ 0.05941218 -0.03384179 -0.07428088 ..., 0.03841669 0.26687889
0.20607845]]
Progress: 7.5% ... Training loss: 0.286 ... Validation loss: 0.451[[ 0.33159101]
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[[ 0.05481639 -0.14540192 0.03946525 ..., -0.13702514 0.15904671
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[ 0.0383275 0.0490623 0.11913965 ..., -0.24384356 -0.0450287
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[ 0.05974965 -0.03410445 -0.07508951 ..., 0.0383365 0.26783965
0.20531802]]
Progress: 7.5% ... Training loss: 0.288 ... Validation loss: 0.451[[ 0.33337421]
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[[ 0.05517328 -0.14571015 0.03864894 ..., -0.13712193 0.15990695
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[ 0.03843003 0.04897381 0.11891173 ..., -0.24386882 -0.04476298
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[ 0.05968803 -0.03405722 -0.07498916 ..., 0.038348 0.26780751
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Progress: 7.5% ... Training loss: 0.291 ... Validation loss: 0.452[[ 0.32757505]
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[[ 0.05498365 -0.14554383 0.03915552 ..., -0.1370651 0.15943578
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[ 0.03837657 0.04902221 0.11903462 ..., -0.24385623 -0.04487518
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[ 0.05922887 -0.03363626 -0.07386465 ..., 0.03846252 0.26681432
0.20662064]]
Progress: 7.5% ... Training loss: 0.287 ... Validation loss: 0.445[[ 0.32416388]
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[[ 0.05490586 -0.14550731 0.03932497 ..., -0.13706541 0.15923871
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[ 0.03853247 0.04888705 0.11865995 ..., -0.24389445 -0.04448057
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[ 0.05917826 -0.03356189 -0.07371859 ..., 0.03848181 0.26669164
0.20682781]]
Progress: 7.5% ... Training loss: 0.288 ... Validation loss: 0.450[[ 0.33367735]
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[[ 0.05519836 -0.14576092 0.03874736 ..., -0.13715027 0.16022367
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[ 0.03820142 0.04920374 0.11946691 ..., -0.24381234 -0.04527254
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[ 0.05918189 -0.03356647 -0.07373206 ..., 0.03848233 0.26681132
0.2068139 ]]
Progress: 7.5% ... Training loss: 0.292 ... Validation loss: 0.453[[ 0.31992845]
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[[ 0.05445407 -0.1450926 0.04058883 ..., -0.13697241 0.15822112
-0.18402137]
[ 0.03815571 0.04923454 0.11956066 ..., -0.24380163 -0.04538903
0.12536329]
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[ 0.05860063 -0.03303654 -0.07232988 ..., 0.03862553 0.26559879
0.2082456 ]]
Progress: 7.5% ... Training loss: 0.297 ... Validation loss: 0.462[[ 0.34148043]
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[ 1.27504369]
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[[ 0.0564429 -0.14698283 0.03572799 ..., -0.13753602 0.1630536
-0.18868952]
[ 0.03826944 0.04912747 0.11927573 ..., -0.24383132 -0.04510663
0.12511888]
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[ 0.05879654 -0.03321493 -0.07277803 ..., 0.03857163 0.26605793
0.20780045]]
Progress: 7.5% ... Training loss: 0.321 ... Validation loss: 0.480[[ 0.32002662]
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[[ 0.05467128 -0.14548303 0.03980181 ..., -0.13716651 0.1588065
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[ 0.03829486 0.04910637 0.11921549 ..., -0.24383678 -0.04504642
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-0.24058272]
[ 0.0583882 -0.03286502 -0.07180049 ..., 0.03865929 0.26516248
0.20879204]]
Progress: 7.5% ... Training loss: 0.298 ... Validation loss: 0.466[[ 0.32814668]
[-0.29341372]
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[ 1.26521044]
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[[ 0.05474147 -0.14551152 0.03975056 ..., -0.13717138 0.15898365
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[ 0.03823322 0.04916899 0.11937715 ..., -0.24381726 -0.04519131
0.12512853]
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-0.24085386]
[ 0.05862302 -0.03307943 -0.07238076 ..., 0.03860783 0.26595401
0.20830242]]
Progress: 7.5% ... Training loss: 0.287 ... Validation loss: 0.451[[ 0.33154697]
[-0.29043299]
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[ 1.26671339]
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[[ 0.05457165 -0.14538851 0.04013205 ..., -0.13713282 0.15853059
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[ 0.03824593 0.04915931 0.1193591 ..., -0.24382042 -0.0451559
0.1250964 ]
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[ 0.05898997 -0.0334093 -0.07324568 ..., 0.03851332 0.26700663
0.20748132]]
Progress: 7.5% ... Training loss: 0.288 ... Validation loss: 0.453[[ 0.32471914]
[-0.29607136]
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[[ 0.05414437 -0.14500564 0.04114396 ..., -0.1370349 0.15744309
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[ 0.03834237 0.0490748 0.11913633 ..., -0.24384352 -0.04491458
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[ 0.05911399 -0.03348617 -0.07351882 ..., 0.03849112 0.26727869
0.20707635]]
Progress: 7.5% ... Training loss: 0.289 ... Validation loss: 0.458[[ 0.3310491 ]
[-0.29125186]
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[[ 0.05439839 -0.14521238 0.04060693 ..., -0.13708836 0.15821637
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[ 0.0383176 0.04909738 0.11916092 ..., -0.24383692 -0.04497359
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[ 0.05863523 -0.03301959 -0.07233 ..., 0.03862758 0.26624624
0.20829682]]
Progress: 7.5% ... Training loss: 0.287 ... Validation loss: 0.454[[ 0.32122183]
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[[ 0.05410196 -0.14493342 0.04140636 ..., -0.13701396 0.15772289
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[ 0.05825062 -0.03267402 -0.07139692 ..., 0.03872484 0.26541245
0.20916075]]
Progress: 7.5% ... Training loss: 0.294 ... Validation loss: 0.464[[ 0.34461041]
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[ 0.0588819 -0.03326498 -0.07290713 ..., 0.03855555 0.2670427
0.20749663]]
Progress: 7.5% ... Training loss: 0.332 ... Validation loss: 0.492[[ 0.31519372]
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[ 0.05887012 -0.03325132 -0.07288056 ..., 0.03855849 0.26712 0.20751283]]
Progress: 7.6% ... Training loss: 0.322 ... Validation loss: 0.490[[ 0.34281981]
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[[ 0.05580156 -0.14700345 0.03642364 ..., -0.13774094 0.16229833
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[ 0.05939653 -0.03376846 -0.07427953 ..., 0.03839481 0.26846132
0.20609307]]
Progress: 7.6% ... Training loss: 0.319 ... Validation loss: 0.493[[ 0.32660001]
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[[ 0.05477178 -0.14616139 0.03874444 ..., -0.13752555 0.159911
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[ 0.03838635 0.04898644 0.11888228 ..., -0.24388352 -0.04465641
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[ 0.05973985 -0.03404398 -0.07509917 ..., 0.03831855 0.26937124
0.20525583]]
Progress: 7.6% ... Training loss: 0.289 ... Validation loss: 0.457[[ 0.32547013]
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[[ 0.05432409 -0.14573938 0.03983297 ..., -0.13739677 0.15876431
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[ 0.03860189 0.04878828 0.11836359 ..., -0.24394265 -0.04409999
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[ 0.0595043 -0.03381552 -0.07451733 ..., 0.03838218 0.268749
0.20576489]]
Progress: 7.6% ... Training loss: 0.290 ... Validation loss: 0.458[[ 0.32870695]
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[[ 0.0544611 -0.14592694 0.03939832 ..., -0.13746618 0.15925307
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[ 0.03844405 0.04891137 0.1187244 ..., -0.24390543 -0.04444558
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[ 0.059693 -0.03399537 -0.07498697 ..., 0.038329 0.26930775
0.20525626]]
Progress: 7.6% ... Training loss: 0.287 ... Validation loss: 0.457[[ 0.32383611]
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[[ 0.05502113 -0.14640519 0.0381661 ..., -0.13760818 0.16041515
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[ 0.03802871 0.049284 0.11960351 ..., -0.24379508 -0.0454713
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[ 0.05949993 -0.03380116 -0.07451445 ..., 0.03838297 0.26887107
0.20571401]]
Progress: 7.6% ... Training loss: 0.292 ... Validation loss: 0.461[[ 0.33004043]
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-0.18840982]
[ 0.03799241 0.04931818 0.11969006 ..., -0.24378488 -0.04556638
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[ 0.05997134 -0.03425881 -0.075723 ..., 0.03825761 0.27019161
0.20452194]]
Progress: 7.6% ... Training loss: 0.286 ... Validation loss: 0.453[[ 0.33418258]
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[ 1.27722251]
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[[ 0.0563231 -0.14760962 0.03497057 ..., -0.13794363 0.16364085
-0.18941273]
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[ 0.06049212 -0.03473365 -0.07701734 ..., 0.03812686 0.27152672
0.2032935 ]]
Progress: 7.6% ... Training loss: 0.290 ... Validation loss: 0.458[[ 0.33160745]
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[ 1.27340502]
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[[ 0.05544982 -0.14685442 0.03697059 ..., -0.13773348 0.16143631
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[ 0.03789816 0.0494235 0.1198839 ..., -0.24375742 -0.04578086
0.12585295]
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-0.24100715]
[ 0.06065386 -0.03487376 -0.0774438 ..., 0.03807988 0.27201774
0.20287655]]
Progress: 7.6% ... Training loss: 0.286 ... Validation loss: 0.456[[ 0.32964771]
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[ 1.27032535]
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[[ 0.0544656 -0.14595998 0.03927267 ..., -0.13748956 0.15897995
-0.18518977]
[ 0.03787698 0.0494418 0.11993116 ..., -0.24375121 -0.04584545
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-0.24084244]
[ 0.06071004 -0.03491504 -0.07759175 ..., 0.03806712 0.27219148
0.20271688]]
Progress: 7.6% ... Training loss: 0.286 ... Validation loss: 0.455[[ 0.32897094]
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[[ 0.05448737 -0.14598183 0.0391761 ..., -0.13748856 0.15902659
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[ 0.03788075 0.04942132 0.11985763 ..., -0.24375612 -0.04574474
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-0.24093344]
[ 0.06084045 -0.03502918 -0.07790082 ..., 0.03803629 0.27255452
0.2024031 ]]
Progress: 7.6% ... Training loss: 0.286 ... Validation loss: 0.454[[ 0.32695733]
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[[ 0.05423296 -0.14580322 0.03982395 ..., -0.13742994 0.15846452
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[ 0.03779793 0.04949142 0.12004446 ..., -0.24373411 -0.04597549
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[ 0.06116018 -0.03533307 -0.07862393 ..., 0.03794772 0.27352065
0.20151953]]
Progress: 7.6% ... Training loss: 0.288 ... Validation loss: 0.457[[ 0.33772209]
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[[ 0.0544297 -0.14598845 0.03941197 ..., -0.13746683 0.15916406
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[ 0.03777831 0.04951008 0.12009429 ..., -0.24372843 -0.04602674
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[ 0.06122582 -0.03538718 -0.07877023 ..., 0.03793536 0.27391204
0.20128923]]
Progress: 7.6% ... Training loss: 0.293 ... Validation loss: 0.464[[ 0.31930879]
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[[ 0.05354487 -0.14519373 0.04155648 ..., -0.13725479 0.15696123
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[ 0.03767157 0.0495992 0.12033814 ..., -0.24370427 -0.04627432
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[ 0.06045624 -0.0346952 -0.07696197 ..., 0.03812337 0.27240373
0.20298408]]
Progress: 7.6% ... Training loss: 0.310 ... Validation loss: 0.473[[ 0.34799188]
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[[ 0.05577102 -0.14736496 0.03604278 ..., -0.13791377 0.1625783
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[ 0.03768883 0.04958332 0.12029774 ..., -0.24370864 -0.04623108
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[ 0.06139592 -0.03562694 -0.07940693 ..., 0.03785441 0.27489793
0.20061187]]
Progress: 7.6% ... Training loss: 0.341 ... Validation loss: 0.506[[ 0.31546539]
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[[ 0.05337093 -0.14537455 0.04139339 ..., -0.1374244 0.15698183
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[ 0.03773085 0.04955002 0.12020829 ..., -0.24371659 -0.04612994
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[ 0.0598284 -0.03430207 -0.07587195 ..., 0.03817446 0.27154287
0.20423438]]
Progress: 7.7% ... Training loss: 0.326 ... Validation loss: 0.489[[ 0.33820638]
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[[ 0.05488205 -0.14696009 0.03759203 ..., -0.13788815 0.16084034
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[ 0.05993762 -0.03440645 -0.07612897 ..., 0.03814827 0.27193118
0.20393807]]
Progress: 7.7% ... Training loss: 0.292 ... Validation loss: 0.467[[ 0.31198688]
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[[ 0.05309898 -0.145336 0.04190545 ..., -0.13746161 0.15667714
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[ 0.05945632 -0.03396868 -0.07503391 ..., 0.03826945 0.27082789
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Progress: 7.7% ... Training loss: 0.353 ... Validation loss: 0.516[[ 0.33708682]
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[[ 0.05496495 -0.14720022 0.03733644 ..., -0.13806084 0.16131356
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[ 0.037854 0.04943785 0.11990538 ..., -0.24375271 -0.04579566
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[ 0.05960468 -0.03411685 -0.0754157 ..., 0.03822145 0.27129496
0.20468145]]
Progress: 7.7% ... Training loss: 0.296 ... Validation loss: 0.472[[ 0.31596209]
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[[ 0.05333506 -0.14577359 0.04114605 ..., -0.13766827 0.15739131
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[ 0.038025 0.04930008 0.11952278 ..., -0.2437898 -0.04543525
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[ 0.05960671 -0.03410756 -0.07542469 ..., 0.0382236 0.27147801
0.20467745]]
Progress: 7.7% ... Training loss: 0.317 ... Validation loss: 0.487[[ 0.33094741]
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[[ 0.05415867 -0.14658055 0.03900369 ..., -0.1379051 0.159671
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[ 0.03810574 0.04922807 0.11932148 ..., -0.24381281 -0.04519636
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[ 0.05958449 -0.03409118 -0.0753998 ..., 0.03823376 0.27159297
0.20464422]]
Progress: 7.7% ... Training loss: 0.287 ... Validation loss: 0.459[[ 0.32917906]
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[[ 0.05454539 -0.14693574 0.03824932 ..., -0.13801925 0.16066531
-0.18679402]
[ 0.03802534 0.04930171 0.11950223 ..., -0.24379285 -0.04539431
0.12550436]
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[ 0.05950971 -0.03402649 -0.07518816 ..., 0.03824677 0.27147483
0.20475958]]
Progress: 7.7% ... Training loss: 0.286 ... Validation loss: 0.456[[ 0.32798869]
[-0.29589909]
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[ 1.27447195]
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[[ 0.05507985 -0.14741661 0.03695886 ..., -0.13815361 0.16193775
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[ 0.03786096 0.04944694 0.11985148 ..., -0.24374947 -0.04580429
0.1259101 ]
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-0.24064016]
[ 0.05991328 -0.03437756 -0.07622477 ..., 0.03814661 0.27262438
0.20377081]]
Progress: 7.7% ... Training loss: 0.285 ... Validation loss: 0.453[[ 0.32903803]
[-0.29421954]
[-0.78116304]
[-0.8181019 ]
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[ 1.27528591]
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[[ 0.05542982 -0.14772168 0.0362156 ..., -0.1382475 0.16286278
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[ 0.03783972 0.04945997 0.11989336 ..., -0.24374459 -0.04585735
0.12596689]
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-0.24101875]
[ 0.05966158 -0.03413443 -0.07560566 ..., 0.03821302 0.27225121
0.2043154 ]]
Progress: 7.7% ... Training loss: 0.285 ... Validation loss: 0.452[[ 0.32723418]
[-0.2951893 ]
[-0.78316871]
[-0.82123013]
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[[ 0.0555399 -0.14782074 0.03610416 ..., -0.13825058 0.16284019
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[ 0.03772809 0.04955716 0.12016165 ..., -0.24371779 -0.04608309
0.12624775]
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-0.24112808]
[ 0.05954555 -0.03402802 -0.07532857 ..., 0.0382493 0.27202897
0.20457955]]
Progress: 7.7% ... Training loss: 0.285 ... Validation loss: 0.454[[ 0.32591528]
[-0.29534851]
[-0.78428046]
[-0.82461438]
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[ 1.27305365]
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[[ 0.05585951 -0.148081 0.03549631 ..., -0.13833346 0.16336434
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[ 0.03793732 0.04936864 0.1196708 ..., -0.24377313 -0.04554127
0.12578948]
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-0.24067939]
[ 0.05968416 -0.03414726 -0.07565399 ..., 0.03822033 0.27235376
0.20421197]]
Progress: 7.7% ... Training loss: 0.286 ... Validation loss: 0.455[[ 0.33151606]
[-0.29080819]
[-0.78069508]
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[ 1.27624079]
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[[ 0.05588387 -0.14809666 0.03559559 ..., -0.13832034 0.1634382
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[ 0.03801609 0.04929901 0.11948278 ..., -0.24379417 -0.04534895
0.12559679]
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[-0.19116266 -0.18550458 -0.12135403 ..., 0.1058325 -0.06076534
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-0.24082934]
[ 0.05956318 -0.03401807 -0.07535554 ..., 0.03826179 0.27214525
0.20455843]]
Progress: 7.7% ... Training loss: 0.288 ... Validation loss: 0.458[[ 0.31934103]
[-0.30099646]
[-0.79037943]
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[[ 0.05466063 -0.14700976 0.03852531 ..., -0.13801301 0.16037234
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[ 0.03799061 0.04932398 0.1195224 ..., -0.24378849 -0.04539062
0.12567178]
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[ 0.05881587 -0.03334212 -0.07359282 ..., 0.03843888 0.27049505
0.20630304]]
Progress: 7.7% ... Training loss: 0.299 ... Validation loss: 0.470[[ 0.33632551]
[-0.28499132]
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[[ 0.056285 -0.14847811 0.03463373 ..., -0.13846866 0.16434135
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[ 0.03820751 0.04912051 0.11898216 ..., -0.24385048 -0.04484314
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[ 0.05913886 -0.03364056 -0.07438517 ..., 0.03834906 0.27132555
0.20554547]]
Progress: 7.7% ... Training loss: 0.303 ... Validation loss: 0.468[[ 0.31268749]
[-0.30587631]
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[[ 0.05373072 -0.14628771 0.04057807 ..., -0.13789745 0.15808944
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[ 0.03794492 0.04934336 0.11957611 ..., -0.2437936 -0.04546941
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[-0.19141628 -0.18530431 -0.12073819 ..., 0.10588371 -0.06137987
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[ 0.05847109 -0.03305608 -0.07280835 ..., 0.03850162 0.26983269
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Progress: 7.7% ... Training loss: 0.323 ... Validation loss: 0.492[[ 0.32950217]
[-0.28958479]
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[[ 0.05442819 -0.14696437 0.03885389 ..., -0.1381228 0.16007539
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[ 0.03814441 0.04915578 0.11907713 ..., -0.24385531 -0.04495487
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[ 0.05879117 -0.0333563 -0.07359325 ..., 0.03839962 0.27078888
0.2061582 ]]
Progress: 7.8% ... Training loss: 0.287 ... Validation loss: 0.452[[ 0.32814272]
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[[ 0.05453821 -0.14708575 0.038613 ..., -0.13815259 0.16043627
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[ 0.03824415 0.04906796 0.11884544 ..., -0.24387825 -0.04471326
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-0.24103348]
[ 0.05854972 -0.03310979 -0.07301768 ..., 0.03845895 0.27036535
0.20686008]]
Progress: 7.8% ... Training loss: 0.285 ... Validation loss: 0.451[[ 0.3238949 ]
[-0.2975475 ]
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[[ 0.05392336 -0.14651686 0.04017695 ..., -0.13799965 0.15896265
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[ 0.03811658 0.04918312 0.11913753 ..., -0.2438509 -0.04488645
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-0.24091874]
[ 0.05877674 -0.0333311 -0.07358725 ..., 0.03839797 0.27094226
0.20627604]]
Progress: 7.8% ... Training loss: 0.288 ... Validation loss: 0.454[[ 0.33493711]
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[[ 0.05445369 -0.14700516 0.03897907 ..., -0.13813867 0.16018173
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[ 0.03804538 0.04924799 0.11927338 ..., -0.24383166 -0.045067
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[ 0.0591048 -0.03363336 -0.0743478 ..., 0.03831221 0.27183771
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Progress: 7.8% ... Training loss: 0.291 ... Validation loss: 0.459[[ 0.31916879]
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[ 0.03800943 0.04927349 0.11934756 ..., -0.24382135 -0.04522239
0.12547548]
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[ 0.05834361 -0.03291595 -0.07254458 ..., 0.03850179 0.27019522
0.207252 ]]
Progress: 7.8% ... Training loss: 0.300 ... Validation loss: 0.467[[ 0.33810811]
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[[ 0.05460762 -0.14711791 0.03851545 ..., -0.13822224 0.16080819
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[ 0.03804239 0.0492416 0.11926208 ..., -0.24383089 -0.04512426
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[ 0.05851275 -0.03307603 -0.0730174 ..., 0.03845933 0.27079761
0.20683647]]
Progress: 7.8% ... Training loss: 0.299 ... Validation loss: 0.470[[ 0.33454157]
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[ 0.03800859 0.04927144 0.11932933 ..., -0.24382284 -0.04515878
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[ 0.05943183 -0.03388795 -0.07524614 ..., 0.0382527 0.27315025
0.20462592]]
Progress: 7.8% ... Training loss: 0.289 ... Validation loss: 0.453[[ 0.33389547]
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[[ 0.05414287 -0.1467084 0.03958143 ..., -0.13812697 0.15976927
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[ 0.03831044 0.04901414 0.1186232 ..., -0.24388892 -0.04441549
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[ 0.05942138 -0.03384889 -0.07520217 ..., 0.03826334 0.27313306
0.20467025]]
Progress: 7.8% ... Training loss: 0.288 ... Validation loss: 0.450[[ 0.32721543]
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[[ 0.05408326 -0.1467024 0.03962041 ..., -0.13812802 0.15978809
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[ 0.03827375 0.04905088 0.11871931 ..., -0.24387978 -0.04450437
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[ 0.05864954 -0.0331555 -0.07340152 ..., 0.03844069 0.27146257
0.20652798]]
Progress: 7.8% ... Training loss: 0.288 ... Validation loss: 0.451[[ 0.33568843]
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[[ 0.05376946 -0.14640579 0.04051267 ..., -0.13804272 0.15883175
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[ 0.03835473 0.0489775 0.11853021 ..., -0.24390065 -0.04429561
0.12455188]
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-0.24093792]
[ 0.05818607 -0.03270501 -0.072271 ..., 0.0385658 0.27039394
0.20773965]]
Progress: 7.8% ... Training loss: 0.289 ... Validation loss: 0.454[[ 0.3204736 ]
[-0.30649167]
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[ 0.41145075]
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-0.24016631]
[ 0.05792854 -0.0324831 -0.0716919 ..., 0.03862549 0.26996727
0.20835112]]
Progress: 7.8% ... Training loss: 0.304 ... Validation loss: 0.469[[ 0.34054863]
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[[ 0.05438854 -0.14699519 0.03915338 ..., -0.13821487 0.16052208
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[ 0.03853932 0.04879907 0.11807916 ..., -0.24396352 -0.04377722
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-0.2404709 ]
[ 0.0585648 -0.0330922 -0.07328106 ..., 0.03845219 0.27170395
0.20683926]]
Progress: 7.8% ... Training loss: 0.301 ... Validation loss: 0.469[[ 0.32417124]
[-0.30301294]
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[[ 0.05306043 -0.14584975 0.04232601 ..., -0.13793765 0.15716048
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[ 0.03849884 0.04883409 0.11816458 ..., -0.24395458 -0.0438816
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[ 0.05890304 -0.03338215 -0.07404722 ..., 0.03838274 0.27252111
0.20605063]]
Progress: 7.8% ... Training loss: 0.293 ... Validation loss: 0.456[[ 0.3373211 ]
[-0.29154443]
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[[ 0.05402546 -0.14674538 0.03989467 ..., -0.13819962 0.15957109
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[ 0.0386713 0.0486717 0.11773984 ..., -0.24399955 -0.0434593
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[ 0.05896461 -0.03341442 -0.074185 ..., 0.03837531 0.2727537
0.20596945]]
Progress: 7.8% ... Training loss: 0.292 ... Validation loss: 0.455[[ 0.32481995]
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[ 0.03830515 0.04898887 0.11848709 ..., -0.24392121 -0.04428284
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[ 0.05910572 -0.03353476 -0.07451012 ..., 0.03834477 0.27316483
0.2055858 ]]
Progress: 7.8% ... Training loss: 0.292 ... Validation loss: 0.454[[ 0.33413238]
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[ 0.03846672 0.04884125 0.11810067 ..., -0.24396364 -0.04387073
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[ 0.05901386 -0.03344793 -0.07429627 ..., 0.03836902 0.27308252
0.20584568]]
Progress: 7.9% ... Training loss: 0.285 ... Validation loss: 0.446[[ 0.32280537]
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[ 0.03840259 0.04890243 0.11822984 ..., -0.24394696 -0.04404472
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[ 0.05873765 -0.03319276 -0.07367525 ..., 0.0384406 0.27242829
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Progress: 7.9% ... Training loss: 0.299 ... Validation loss: 0.463[[ 0.34154422]
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[ 0.03829129 0.04900709 0.11849808 ..., -0.2439169 -0.04423557
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[ 0.0592536 -0.03369011 -0.07497221 ..., 0.03829979 0.27368196
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Progress: 7.9% ... Training loss: 0.305 ... Validation loss: 0.460[[ 0.31574172]
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[[ 0.05115155 -0.14438661 0.04621764 ..., -0.13767624 0.15270731
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[ 0.03809074 0.04917686 0.11895362 ..., -0.24387359 -0.0446857
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[ 0.05851788 -0.0330461 -0.07331867 ..., 0.03845552 0.27224021
0.20697695]]
Progress: 7.9% ... Training loss: 0.321 ... Validation loss: 0.490[[ 0.34186624]
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[ 0.03831909 0.04895063 0.1183892 ..., -0.24393664 -0.04415945
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[ 0.05858837 -0.03309575 -0.07345134 ..., 0.03844352 0.27248599
0.2068405 ]]
Progress: 7.9% ... Training loss: 0.308 ... Validation loss: 0.468[[ 0.31846008]
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[[ 0.05144147 -0.14495099 0.04501241 ..., -0.13788912 0.15363993
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[ 0.03842788 0.04885699 0.11813458 ..., -0.24395675 -0.04388618
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[ 0.05804043 -0.03261416 -0.07215188 ..., 0.03855508 0.27141453
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Progress: 7.9% ... Training loss: 0.314 ... Validation loss: 0.481[[ 0.33612121]
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[ 0.03852305 0.04876526 0.11790578 ..., -0.2439837 -0.04364734
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[ 0.05860574 -0.03316166 -0.07359235 ..., 0.03840772 0.27298515
0.20660331]]
Progress: 7.9% ... Training loss: 0.288 ... Validation loss: 0.456[[ 0.32289784]
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0.20670146]]
Progress: 7.9% ... Training loss: 0.295 ... Validation loss: 0.468[[ 0.33932416]
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0.20562549]]
Progress: 7.9% ... Training loss: 0.298 ... Validation loss: 0.468[[ 0.317734 ]
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0.20644705]]
Progress: 7.9% ... Training loss: 0.315 ... Validation loss: 0.492[[ 0.33136065]
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[ 0.05909449 -0.03364513 -0.07488599 ..., 0.03825538 0.27453534
0.20511685]]
Progress: 7.9% ... Training loss: 0.287 ... Validation loss: 0.459[[ 0.32710604]
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0.20603524]]
Progress: 7.9% ... Training loss: 0.287 ... Validation loss: 0.459[[ 0.32564502]
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0.20749859]]
Progress: 7.9% ... Training loss: 0.290 ... Validation loss: 0.464[[ 0.34578796]
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[ 0.05896705 -0.03350699 -0.07453144 ..., 0.03830124 0.27474921
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Progress: 7.9% ... Training loss: 0.324 ... Validation loss: 0.493[[ 0.32359399]
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Progress: 7.9% ... Training loss: 0.296 ... Validation loss: 0.466[[ 0.33260048]
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Progress: 8.0% ... Training loss: 0.285 ... Validation loss: 0.451[[ 0.32862364]
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Progress: 8.0% ... Training loss: 0.286 ... Validation loss: 0.453[[ 0.32744147]
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Progress: 8.0% ... Training loss: 0.288 ... Validation loss: 0.457[[ 0.33462964]
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Progress: 8.0% ... Training loss: 0.286 ... Validation loss: 0.451[[ 0.33288903]
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Progress: 8.0% ... Training loss: 0.285 ... Validation loss: 0.448[[ 0.32628164]
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[ 0.0583644 -0.03298623 -0.0732935 ..., 0.03840324 0.27422788
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Progress: 8.0% ... Training loss: 0.288 ... Validation loss: 0.454[[ 0.32664211]
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[[ 0.05103249 -0.14496407 0.04646103 ..., -0.13802826 0.15330838
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[ 0.039255 0.04808668 0.11600754 ..., -0.24417374 -0.04171566
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Progress: 8.0% ... Training loss: 0.288 ... Validation loss: 0.454[[ 0.33694141]
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[[ 0.05204895 -0.14588546 0.04405489 ..., -0.13827995 0.15566623
-0.18373028]
[ 0.039365 0.04798535 0.11572409 ..., -0.24419879 -0.04143271
0.12200369]
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-0.23972997]
[ 0.05823913 -0.03286571 -0.07298085 ..., 0.03844164 0.27429447
0.20687228]]
Progress: 8.0% ... Training loss: 0.291 ... Validation loss: 0.451[[ 0.3331297 ]
[-0.29242346]
[-0.78038341]
[-0.81890023]
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[ 1.2996477 ]
[ 0.42506235]
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[ 1.81982168]
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[ 0.61711465]
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[ 0.85035733]
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[[ 0.05227737 -0.14604931 0.04373426 ..., -0.13831155 0.15594055
-0.18408726]
[ 0.03938178 0.04797063 0.11569187 ..., -0.24420187 -0.04139913
0.12193883]
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0.34468493]
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-0.23965416]
[ 0.05780384 -0.03247896 -0.07198387 ..., 0.03854081 0.27327458
0.20787742]]
Progress: 8.0% ... Training loss: 0.287 ... Validation loss: 0.447[[ 0.33734459]
[-0.29054486]
[-0.77940321]
[-0.81714293]
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[ 1.30716858]
[ 0.42868536]
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[[ 0.0527241 -0.14648133 0.04259072 ..., -0.13841624 0.15724394
-0.18517286]
[ 0.03949584 0.04786777 0.11543231 ..., -0.24422939 -0.041103
0.12169013]
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-0.23902496]
[ 0.0580508 -0.03268059 -0.07263451 ..., 0.03848977 0.27395287
0.20717098]]
Progress: 8.0% ... Training loss: 0.292 ... Validation loss: 0.446[[ 0.32676031]
[-0.29965162]
[-0.78784859]
[-0.82457347]
[-0.23772918]
[ 1.2974076 ]
[ 0.41824076]
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[[ 0.05204819 -0.1459103 0.04413425 ..., -0.13827716 0.15574508
-0.18337323]
[ 0.03944122 0.04791288 0.11551279 ..., -0.2442203 -0.04116813
0.12183443]
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-0.23801336]
[ 0.05751569 -0.03219929 -0.07138185 ..., 0.03861143 0.27285946
0.20847545]]
Progress: 8.0% ... Training loss: 0.289 ... Validation loss: 0.452[[ 0.34939063]
[-0.28317723]
[-0.77285781]
[-0.80727838]
[-0.21882036]
[ 1.3133015 ]
[ 0.4378564 ]
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[ 0.62873278]
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[[ 0.05372913 -0.14751986 0.04003131 ..., -0.13874033 0.15987195
-0.18734806]
[ 0.03957202 0.04779347 0.11520044 ..., -0.24425314 -0.04083594
0.12152053]
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-0.23886722]
[ 0.0579777 -0.03261519 -0.07254529 ..., 0.03849241 0.2740311
0.20735329]]
Progress: 8.0% ... Training loss: 0.329 ... Validation loss: 0.487[[ 0.33002013]
[-0.29992573]
[-0.78755077]
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[ 1.30010403]
[ 0.42008202]
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[[ 0.05247154 -0.14643996 0.04294552 ..., -0.13848876 0.15689227
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[ 0.03950717 0.04785479 0.11535937 ..., -0.24424025 -0.04092798
0.12155112]
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-0.23857089]
[ 0.05772792 -0.03239243 -0.07203296 ..., 0.03854854 0.27367385
0.20794714]]
Progress: 8.0% ... Training loss: 0.286 ... Validation loss: 0.448[[ 0.3362618 ]
[-0.29411595]
[-0.78316548]
[-0.81706192]
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[ 1.30249085]
[ 0.42509536]
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[[ 0.05281898 -0.14673627 0.04220415 ..., -0.13856895 0.15771005
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[ 0.03957267 0.04779559 0.11520484 ..., -0.24425651 -0.0407672
0.12140002]
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[-0.19104449 -0.18627201 -0.12209141 ..., 0.10537248 -0.06193243
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-0.23947404]
[ 0.0577349 -0.03236902 -0.0721067 ..., 0.03855354 0.27401718
0.20793799]]
Progress: 8.0% ... Training loss: 0.285 ... Validation loss: 0.449[[ 0.34127603]
[-0.28997509]
[-0.77920753]
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[ 1.31059915]
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[[ 0.05333721 -0.14716986 0.04114911 ..., -0.13868698 0.15881937
-0.1863779 ]
[ 0.03983504 0.0475631 0.11458215 ..., -0.2443188 -0.04008214
0.12075797]
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[-0.19135201 -0.18600299 -0.12138454 ..., 0.10544328 -0.06269879
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-0.24021072]
[ 0.05778452 -0.03240632 -0.07227207 ..., 0.03853183 0.27422249
0.20769912]]
Progress: 8.0% ... Training loss: 0.297 ... Validation loss: 0.456[[ 0.3339691 ]
[-0.29595821]
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[ 1.30808962]
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[[ 0.0527222 -0.14662538 0.04276588 ..., -0.13855198 0.15728123
-0.18476765]
[ 0.03959359 0.04777633 0.11509571 ..., -0.24426614 -0.04066468
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[ 0.05808377 -0.03264571 -0.07294545 ..., 0.03846958 0.27499447
0.20703862]]
Progress: 8.1% ... Training loss: 0.285 ... Validation loss: 0.443[[ 0.33524201]
[-0.29320688]
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[ 1.30270297]
[ 0.42554064]
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[[ 0.05227843 -0.14622794 0.04388181 ..., -0.13844054 0.15604352
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[ 0.03991084 0.04749458 0.11435686 ..., -0.24433958 -0.03988199
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[ 0.05813071 -0.03267681 -0.07305728 ..., 0.03845421 0.27527873
0.20681028]]
Progress: 8.1% ... Training loss: 0.284 ... Validation loss: 0.449[[ 0.33438939]
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[ 0.42535396]
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[[ 0.0518661 -0.14591131 0.04475433 ..., -0.13835576 0.15512326
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[ 0.03999288 0.04742424 0.11417359 ..., -0.24435884 -0.03964847
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[ 0.0579681 -0.03251613 -0.07267227 ..., 0.03849806 0.27496093
0.2073517 ]]
Progress: 8.1% ... Training loss: 0.283 ... Validation loss: 0.449[[ 0.32643571]
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[ 1.29396176]
[ 0.41800432]
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[[ 0.05165009 -0.14571584 0.04546897 ..., -0.13830288 0.15471965
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[ 0.04005373 0.04736917 0.11403672 ..., -0.24437412 -0.03949253
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[ 0.05758949 -0.03216607 -0.0717896 ..., 0.03859918 0.27420153
0.20817016]]
Progress: 8.1% ... Training loss: 0.294 ... Validation loss: 0.459[[ 0.33375301]
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[[ 0.05251746 -0.14651246 0.04341489 ..., -0.13853527 0.15665771
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[ 0.04014792 0.0472833 0.11380777 ..., -0.24439978 -0.03926542
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[ 0.05809574 -0.0326563 -0.07307618 ..., 0.03845561 0.27543007
0.20685406]]
Progress: 8.1% ... Training loss: 0.284 ... Validation loss: 0.453[[ 0.33270499]
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[[ 0.05269594 -0.14668463 0.04310291 ..., -0.13858459 0.15715813
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[ 0.04043218 0.04702393 0.1131221 ..., -0.24447071 -0.03852044
0.11935245]
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[ 0.05805698 -0.03261678 -0.07298866 ..., 0.03846107 0.275435 0.2069581 ]]
Progress: 8.1% ... Training loss: 0.284 ... Validation loss: 0.452[[ 0.32864861]
[-0.30045878]
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[ 1.29498405]
[ 0.41938422]
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[[ 0.0519818 -0.14597403 0.04491879 ..., -0.13839757 0.15544016
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[ 0.04042404 0.04703625 0.11314094 ..., -0.24446857 -0.03853914
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[ 0.05748713 -0.03208412 -0.07165164 ..., 0.03861343 0.27419676
0.2083938 ]]
Progress: 8.1% ... Training loss: 0.288 ... Validation loss: 0.456[[ 0.34284051]
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[ 0.04026932 0.04717614 0.1134947 ..., -0.24442639 -0.03891139
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[ 0.05746028 -0.03205326 -0.07155335 ..., 0.03862489 0.27428731
0.20840311]]
Progress: 8.1% ... Training loss: 0.303 ... Validation loss: 0.464[[ 0.32997291]
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[ 1.30387141]
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[[ 0.0530999 -0.14705144 0.04220672 ..., -0.13872882 0.15826187
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[ 0.04041205 0.04705771 0.11317588 ..., -0.24445631 -0.03857197
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[ 0.05762142 -0.03219047 -0.07196797 ..., 0.03858845 0.27486957
0.20797071]]
Progress: 8.1% ... Training loss: 0.285 ... Validation loss: 0.448[[ 0.32910721]
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[ 1.30062241]
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[[ 0.05332786 -0.14724719 0.0417711 ..., -0.13878898 0.15869325
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[ 0.04039389 0.04707647 0.11322053 ..., -0.2444518 -0.03859105
0.11946923]
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[ 0.05732459 -0.03189635 -0.07120617 ..., 0.03867268 0.27412415
0.20873565]]
Progress: 8.1% ... Training loss: 0.286 ... Validation loss: 0.451[[ 0.32989629]
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[ 1.30272809]
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[[ 0.05363096 -0.1474889 0.04113563 ..., -0.13888113 0.15939437
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[ 0.04036902 0.04710231 0.1132496 ..., -0.24444354 -0.03866896
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[ 0.05705227 -0.03164196 -0.07054134 ..., 0.03875172 0.27351895
0.20930473]]
Progress: 8.1% ... Training loss: 0.285 ... Validation loss: 0.448[[ 0.34572908]
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[ 1.31444935]
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[[ 0.05479994 -0.14860368 0.03846247 ..., -0.13919165 0.16206719
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[ 0.04052383 0.04695687 0.11288768 ..., -0.24448667 -0.03826706
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[ 0.05724875 -0.03181838 -0.07097121 ..., 0.03869901 0.27407541
0.20883081]]
Progress: 8.1% ... Training loss: 0.308 ... Validation loss: 0.476[[ 0.32668116]
[-0.30410638]
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[ 0.41889105]
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[[ 0.0528435 -0.1468666 0.04303105 ..., -0.13873263 0.15726443
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[ 0.04056694 0.0469234 0.11280113 ..., -0.24449538 -0.03817145
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[ 0.05688773 -0.03148879 -0.07007395 ..., 0.0387859 0.27344459
0.20963722]]
Progress: 8.1% ... Training loss: 0.293 ... Validation loss: 0.455[[ 0.33319521]
[-0.29795955]
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[ 1.3075619 ]
[ 0.42307425]
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[[ 0.05311422 -0.14715155 0.04240707 ..., -0.13880668 0.15790485
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[ 0.04061481 0.04687764 0.11268121 ..., -0.24451001 -0.03802594
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[ 0.0573461 -0.03193081 -0.07125419 ..., 0.03865564 0.27477721
0.20843876]]
Progress: 8.1% ... Training loss: 0.284 ... Validation loss: 0.447[[ 0.32876614]
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[[ 0.05322324 -0.14720955 0.0423163 ..., -0.13883837 0.15824717
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[ 0.04084516 0.04667612 0.11213991 ..., -0.24456778 -0.03750485
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[ 0.05689537 -0.03147585 -0.07033541 ..., 0.0387807 0.27401044
0.20938568]]
Progress: 8.1% ... Training loss: 0.288 ... Validation loss: 0.450[[ 0.33937856]
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[ 0.0573597 -0.03190517 -0.07142526 ..., 0.03864636 0.27519324
0.20824043]]
Progress: 8.2% ... Training loss: 0.291 ... Validation loss: 0.449[[ 0.32357469]
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[[ 0.05274305 -0.14675986 0.04354226 ..., -0.13870879 0.15695065
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[ 0.04061029 0.04688199 0.11265374 ..., -0.24450916 -0.03801648
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0.20852871]]
Progress: 8.2% ... Training loss: 0.302 ... Validation loss: 0.462[[ 0.33924007]
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[[ 0.05349663 -0.14745426 0.04187671 ..., -0.13893392 0.15889892
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[ 0.05800524 -0.03253835 -0.07298679 ..., 0.03844708 0.27702128
0.2066579 ]]
Progress: 8.2% ... Training loss: 0.288 ... Validation loss: 0.456[[ 0.33422055]
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[[ 0.05334336 -0.14732882 0.04228811 ..., -0.13890604 0.15849448
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[ 0.04074321 0.04675146 0.11230946 ..., -0.24455061 -0.03765617
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[ 0.0577289 -0.03229764 -0.07235646 ..., 0.0385178 0.2764333 0.207282 ]]
Progress: 8.2% ... Training loss: 0.283 ... Validation loss: 0.449[[ 0.32676195]
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[[ 0.05336408 -0.14733902 0.04237758 ..., -0.13890938 0.15841174
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[ 0.05778159 -0.03233505 -0.07244548 ..., 0.03850164 0.27657064
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Progress: 8.2% ... Training loss: 0.295 ... Validation loss: 0.459[[ 0.33398239]
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[[ 0.0535169 -0.14747717 0.04208039 ..., -0.13896603 0.15895139
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[ 0.05830325 -0.03282707 -0.07370076 ..., 0.03834903 0.27781915
0.20580034]]
Progress: 8.2% ... Training loss: 0.283 ... Validation loss: 0.451[[ 0.32992386]
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[[ 0.05365926 -0.14758339 0.04189385 ..., -0.13900873 0.15940933
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[ 0.04098925 0.04653308 0.11173389 ..., -0.24461545 -0.03703943
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[ 0.05832375 -0.03283476 -0.07372255 ..., 0.03834276 0.27793868
0.20572579]]
Progress: 8.2% ... Training loss: 0.286 ... Validation loss: 0.452[[ 0.33251253]
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[ 0.04093186 0.04658586 0.11187322 ..., -0.24459948 -0.03717657
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[ 0.05845609 -0.03293967 -0.07406978 ..., 0.03830402 0.27832504
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Progress: 8.2% ... Training loss: 0.283 ... Validation loss: 0.449[[ 0.33583282]
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[ 1.31410524]
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[[ 0.05451415 -0.14830939 0.03995407 ..., -0.13920783 0.16141731
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[ 0.04088467 0.0466376 0.11199137 ..., -0.24458392 -0.03731888
0.11809431]
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[ 0.05855079 -0.03298355 -0.07433811 ..., 0.03829383 0.27876143
0.20522504]]
Progress: 8.2% ... Training loss: 0.284 ... Validation loss: 0.447[[ 0.33515431]
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[[ 0.05451303 -0.14833401 0.04008221 ..., -0.13919468 0.16142187
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[ 0.04096992 0.04655879 0.11177988 ..., -0.2446048 -0.0370884
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[ 0.05852013 -0.03296626 -0.07426953 ..., 0.03831386 0.27896511
0.20524195]]
Progress: 8.2% ... Training loss: 0.283 ... Validation loss: 0.446[[ 0.33325249]
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[-0.78793124]
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[[ 0.05442116 -0.14826914 0.04037367 ..., -0.13918161 0.16149065
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[ 0.0408385 0.04667154 0.1120609 ..., -0.24456928 -0.03742626
0.11817901]
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-0.24013582]
[ 0.05828838 -0.0327414 -0.07369164 ..., 0.03837385 0.27862222
0.20583697]]
Progress: 8.2% ... Training loss: 0.284 ... Validation loss: 0.450[[ 0.34819646]
[-0.28662487]
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[[ 0.05508655 -0.14885078 0.03886353 ..., -0.13934605 0.16289969
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[ 0.04078551 0.04672218 0.11214006 ..., -0.24455277 -0.03756548
0.11823147]
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-0.24111373]
[ 0.05881278 -0.0332365 -0.07494778 ..., 0.03822168 0.28004735
0.20443398]]
Progress: 8.2% ... Training loss: 0.306 ... Validation loss: 0.479[[ 0.33342622]
[-0.29976694]
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[[ 0.05399911 -0.1479547 0.04129964 ..., -0.13911357 0.16035276
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[ 0.04064402 0.04684923 0.11249114 ..., -0.24452447 -0.03789463
0.11858353]
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-0.24068624]
[ 0.05843767 -0.0329207 -0.07412492 ..., 0.03831549 0.27921626
0.20527108]]
Progress: 8.2% ... Training loss: 0.284 ... Validation loss: 0.450[[ 0.33704073]
[-0.29576873]
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[[ 0.05407103 -0.14795476 0.04126265 ..., -0.13912102 0.16061344
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[ 0.04055242 0.04693584 0.11269759 ..., -0.24449766 -0.03814458
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[ 0.0582359 -0.03271564 -0.07367432 ..., 0.03837348 0.2788892
0.20575215]]
Progress: 8.2% ... Training loss: 0.283 ... Validation loss: 0.445[[ 0.33485866]
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[[ 0.05405934 -0.14789206 0.04135201 ..., -0.13911626 0.16047611
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[ 0.04078335 0.04673426 0.11216914 ..., -0.24455515 -0.03757673
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[ 0.05808667 -0.03255772 -0.07333318 ..., 0.03839682 0.27852481
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Progress: 8.2% ... Training loss: 0.283 ... Validation loss: 0.446[[ 0.3300272 ]
[-0.30067511]
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[[ 0.05366373 -0.14750293 0.0424078 ..., -0.13900211 0.15957752
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[ 0.04054232 0.0469524 0.11267349 ..., -0.24448827 -0.03815694
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[ 0.05828628 -0.03271055 -0.07381716 ..., 0.03834434 0.27924051
0.20568269]]
Progress: 8.3% ... Training loss: 0.286 ... Validation loss: 0.451[[ 0.33742416]
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[[ 0.0545239 -0.14825535 0.04049732 ..., -0.13923391 0.16167979
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[ 0.04056126 0.04693558 0.11262329 ..., -0.24449507 -0.0381036
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[ 0.05827651 -0.03266024 -0.07378116 ..., 0.03836657 0.2792603
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Progress: 8.3% ... Training loss: 0.285 ... Validation loss: 0.446[[ 0.33220439]
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[[ 0.05437025 -0.14815674 0.04080422 ..., -0.13921289 0.16138496
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[ 0.04045475 0.047028 0.11285302 ..., -0.24446945 -0.03836863
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[ 0.05849754 -0.03286931 -0.07435813 ..., 0.03830677 0.27984703
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Progress: 8.3% ... Training loss: 0.284 ... Validation loss: 0.449[[ 0.33624183]
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[[ 0.05454653 -0.14832813 0.04040207 ..., -0.13927357 0.16195729
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[ 0.04031157 0.04714259 0.11316352 ..., -0.24444005 -0.03860901
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[ 0.05840614 -0.03277634 -0.0740731 ..., 0.03833541 0.27994288
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Progress: 8.3% ... Training loss: 0.282 ... Validation loss: 0.448[[ 0.33576777]
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[[ 0.05507846 -0.14881201 0.03930266 ..., -0.13941564 0.16305589
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[ 0.04037213 0.04708921 0.1130167 ..., -0.2444551 -0.03848041
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[ 0.05836243 -0.03270639 -0.0739655 ..., 0.03835337 0.27998779
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Progress: 8.3% ... Training loss: 0.283 ... Validation loss: 0.445[[ 0.33812203]
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[ 0.04038072 0.04708197 0.11299753 ..., -0.24445717 -0.03846014
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[ 0.05836573 -0.03270807 -0.07394852 ..., 0.03835655 0.28011395
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Progress: 8.3% ... Training loss: 0.284 ... Validation loss: 0.446[[ 0.33912961]
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[ 0.04036457 0.04709518 0.11304278 ..., -0.24445299 -0.03850273
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[ 0.05845456 -0.03276938 -0.07412431 ..., 0.0383403 0.2805375
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Progress: 8.3% ... Training loss: 0.285 ... Validation loss: 0.448[[ 0.33369359]
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[ 0.05841106 -0.0327303 -0.07400069 ..., 0.03835424 0.28064372
0.20546091]]
Progress: 8.3% ... Training loss: 0.283 ... Validation loss: 0.448[[ 0.32270073]
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[[ 0.05455026 -0.14829167 0.0408315 ..., -0.13925332 0.16183587
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[ 0.04045022 0.04701832 0.11282641 ..., -0.24447582 -0.03830005
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[ 0.05807747 -0.03242205 -0.07329781 ..., 0.03844827 0.28005141
0.20632949]]
Progress: 8.3% ... Training loss: 0.310 ... Validation loss: 0.478[[ 0.34340674]
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[[ 0.05616985 -0.1498164 0.03725165 ..., -0.13973416 0.16569406
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[ 0.05847624 -0.03279254 -0.07436522 ..., 0.03832669 0.28124256
0.20512627]]
Progress: 8.3% ... Training loss: 0.295 ... Validation loss: 0.460[[ 0.33667389]
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[[ 0.05598145 -0.14963184 0.0377923 ..., -0.13968455 0.16512771
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[ 0.04031564 0.04712876 0.11312028 ..., -0.24444753 -0.03856763
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[ 0.0579203 -0.03229816 -0.0730403 ..., 0.03846743 0.28003878
0.20649918]]
Progress: 8.3% ... Training loss: 0.282 ... Validation loss: 0.449[[ 0.34077793]
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[[ 0.05701968 -0.15053154 0.03544744 ..., -0.13995113 0.16763932
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[ 0.040215 0.04721755 0.11334516 ..., -0.24442227 -0.03881418
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[ 0.0582837 -0.03262416 -0.07390304 ..., 0.03837453 0.28089168
0.20560063]]
Progress: 8.3% ... Training loss: 0.287 ... Validation loss: 0.455[[ 0.33133955]
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[[ 0.05725031 -0.15076446 0.03488697 ..., -0.14000732 0.16831112
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[ 0.04041778 0.04703908 0.11289681 ..., -0.24447232 -0.03831165
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[ 0.05826922 -0.03262485 -0.07396998 ..., 0.03838103 0.28099573
0.20558081]]
Progress: 8.3% ... Training loss: 0.285 ... Validation loss: 0.450[[ 0.35110686]
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[[ 0.05908279 -0.15239971 0.03073994 ..., -0.14049001 0.17288186
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[ 0.0592277 -0.03349129 -0.07624097 ..., 0.03812318 0.28343665
0.20320617]]
Progress: 8.3% ... Training loss: 0.333 ... Validation loss: 0.496[[ 0.33018704]
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[ 0.05821282 -0.03263408 -0.07393318 ..., 0.03834803 0.28122605
0.20549473]]
Progress: 8.3% ... Training loss: 0.286 ... Validation loss: 0.446[[ 0.32070312]
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[[ 0.05617606 -0.14993018 0.03754875 ..., -0.13982597 0.16592811
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[ 0.04044036 0.04701395 0.11278649 ..., -0.24447943 -0.03825928
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[ 0.05782779 -0.03225244 -0.07296937 ..., 0.03845688 0.28043248
0.20638471]]
Progress: 8.4% ... Training loss: 0.320 ... Validation loss: 0.477[[ 0.33543286]
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[[ 0.05723633 -0.15099038 0.03495826 ..., -0.1401634 0.16876327
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[ 0.05748243 -0.03190254 -0.07209267 ..., 0.03856609 0.27975653
0.20725412]]
Progress: 8.4% ... Training loss: 0.282 ... Validation loss: 0.449[[ 0.33691556]
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[[ 0.05680854 -0.15060471 0.03609087 ..., -0.14004782 0.16762355
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[ 0.04061625 0.046848 0.11236768 ..., -0.24452864 -0.03781963
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[ 0.05808987 -0.03244156 -0.07350949 ..., 0.03840766 0.28130246
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Progress: 8.4% ... Training loss: 0.282 ... Validation loss: 0.450[[ 0.3331592 ]
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[[ 0.05691455 -0.15071761 0.03581172 ..., -0.1400786 0.16785131
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[ 0.04071962 0.04675725 0.11213703 ..., -0.2445541 -0.0375675
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[ 0.05766689 -0.0320624 -0.07251466 ..., 0.03852364 0.28040801
0.20673807]]
Progress: 8.4% ... Training loss: 0.284 ... Validation loss: 0.451[[ 0.33834668]
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[[ 0.05691566 -0.15072399 0.03593986 ..., -0.14008551 0.16775641
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[ 0.05769054 -0.03208374 -0.07259935 ..., 0.03851685 0.28049714
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Progress: 8.4% ... Training loss: 0.282 ... Validation loss: 0.452[[ 0.3356118 ]
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[[ 0.05604419 -0.14991637 0.03809367 ..., -0.13985001 0.16551492
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[ 0.04054458 0.04691347 0.11250988 ..., -0.24451005 -0.03794303
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[ 0.05762907 -0.03200555 -0.0724707 ..., 0.03854133 0.28044066
0.20672764]]
Progress: 8.4% ... Training loss: 0.282 ... Validation loss: 0.454[[ 0.34263958]
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[[ 0.05601502 -0.14990707 0.0381719 ..., -0.13984274 0.16564124
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[ 0.04043671 0.04701179 0.11273836 ..., -0.2444837 -0.03812392
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[ 0.05752927 -0.03192108 -0.07222681 ..., 0.03857067 0.28046405
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Progress: 8.4% ... Training loss: 0.284 ... Validation loss: 0.460[[ 0.33693411]
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[[ 0.05587642 -0.149851 0.03836029 ..., -0.13982704 0.16535359
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[ 0.04037193 0.04706888 0.11288046 ..., -0.24446733 -0.03829155
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[ 0.05732992 -0.03174574 -0.07178311 ..., 0.03862136 0.28004207
0.20731906]]
Progress: 8.4% ... Training loss: 0.282 ... Validation loss: 0.451[[ 0.34648032]
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[ 0.0405456 0.0469105 0.11246226 ..., -0.24450935 -0.03785483
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[ 0.05782433 -0.03215507 -0.07290957 ..., 0.0384992 0.28143416
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Progress: 8.4% ... Training loss: 0.290 ... Validation loss: 0.465[[ 0.33315535]
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[[ 0.05538761 -0.14937101 0.03963483 ..., -0.13971502 0.1641032
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[ 0.04060859 0.04686199 0.11232007 ..., -0.24452286 -0.03768704
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[ 0.05867627 -0.03287055 -0.0748214 ..., 0.03830906 0.28354108
0.20416898]]
Progress: 8.4% ... Training loss: 0.288 ... Validation loss: 0.454[[ 0.33648161]
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[[ 0.0556713 -0.14963819 0.03905648 ..., -0.13979307 0.16493038
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[ 0.04068385 0.04679133 0.11214921 ..., -0.24454421 -0.0374877
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[ 0.05880985 -0.03300236 -0.07512212 ..., 0.03827338 0.28386707
0.20374949]]
Progress: 8.4% ... Training loss: 0.283 ... Validation loss: 0.451[[ 0.33434522]
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[[ 0.05544689 -0.14946218 0.0396749 ..., -0.13973864 0.16469727
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[ 0.04087385 0.04662541 0.11170185 ..., -0.24459267 -0.037031
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[ 0.05865788 -0.03286155 -0.07473892 ..., 0.0383183 0.28373903
0.20419741]]
Progress: 8.4% ... Training loss: 0.288 ... Validation loss: 0.453[[ 0.33782647]
[-0.29594824]
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[ 0.04089523 0.0466059 0.11165242 ..., -0.24459705 -0.03697459
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[ 0.05855421 -0.03274217 -0.07458653 ..., 0.03834248 0.2835304
0.20449824]]
Progress: 8.4% ... Training loss: 0.283 ... Validation loss: 0.450[[ 0.34259106]
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[ 0.04085612 0.04664227 0.11175124 ..., -0.24458819 -0.03706869
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[ 0.05853662 -0.03270807 -0.07453643 ..., 0.03836407 0.28380577
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Progress: 8.4% ... Training loss: 0.285 ... Validation loss: 0.450[[ 0.3442779 ]
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[ 0.0407353 0.0467441 0.11202032 ..., -0.24455954 -0.03734711
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[ 0.05931038 -0.03337658 -0.07633361 ..., 0.0381842 0.2858201
0.20279347]]
Progress: 8.4% ... Training loss: 0.287 ... Validation loss: 0.451[[ 0.3332261 ]
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[ 0.04073226 0.04674758 0.11201362 ..., -0.24455716 -0.03730767
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[ 0.05888104 -0.03300061 -0.07536201 ..., 0.03828556 0.28494954
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Progress: 8.5% ... Training loss: 0.286 ... Validation loss: 0.451[[ 0.34653922]
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[ 0.04075836 0.0467262 0.1119634 ..., -0.24456441 -0.03723592
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[ 0.05944904 -0.03353038 -0.07678168 ..., 0.03812652 0.28651085
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Progress: 8.5% ... Training loss: 0.290 ... Validation loss: 0.457[[ 0.33974767]
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[ 0.04082443 0.04667164 0.11181414 ..., -0.24457927 -0.03707126
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[ 0.05914557 -0.03326133 -0.07607687 ..., 0.03819675 0.28597272
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Progress: 8.5% ... Training loss: 0.281 ... Validation loss: 0.447[[ 0.3356489 ]
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[ 0.04047038 0.04696398 0.11257206 ..., -0.24449214 -0.03792688
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[ 0.05909296 -0.03320535 -0.07595883 ..., 0.0382126 0.28597188
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Progress: 8.5% ... Training loss: 0.284 ... Validation loss: 0.451[[ 0.34448836]
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[ 0.04076334 0.04670368 0.11188352 ..., -0.24456557 -0.0372066
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[ 0.05929099 -0.0333678 -0.07641706 ..., 0.03816307 0.28649515
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Progress: 8.5% ... Training loss: 0.285 ... Validation loss: 0.452[[ 0.34332336]
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[ 0.04098853 0.04651899 0.1113853 ..., -0.24461389 -0.03666618
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[ 0.05900622 -0.03311896 -0.07580576 ..., 0.038234 0.28580259
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Progress: 8.5% ... Training loss: 0.284 ... Validation loss: 0.452[[ 0.32952668]
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[ 0.04098483 0.046522 0.11140437 ..., -0.24461167 -0.03668159
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[ 0.05887599 -0.03300619 -0.0755438 ..., 0.03825666 0.28553838
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Progress: 8.5% ... Training loss: 0.300 ... Validation loss: 0.466[[ 0.34950341]
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[ 0.04098041 0.04651971 0.1114048 ..., -0.24461161 -0.036688
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[ 0.0591266 -0.03324073 -0.07617633 ..., 0.03818859 0.28635439
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Progress: 8.5% ... Training loss: 0.298 ... Validation loss: 0.471[[ 0.34055945]
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0.20432427]]
Progress: 8.5% ... Training loss: 0.282 ... Validation loss: 0.451[[ 0.33589766]
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[ 0.05777575 -0.03204811 -0.07316434 ..., 0.03852229 0.2836774
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Progress: 8.5% ... Training loss: 0.282 ... Validation loss: 0.447[[ 0.33735212]
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[[ 0.05569648 -0.14979074 0.03942772 ..., -0.13988798 0.16569929
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[ 0.04117095 0.04636425 0.11097044 ..., -0.24465088 -0.03624482
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[ 0.05795874 -0.03221692 -0.07357814 ..., 0.03847267 0.2841469
0.20566319]]
Progress: 8.5% ... Training loss: 0.282 ... Validation loss: 0.445[[ 0.33082553]
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[[ 0.05517882 -0.14929343 0.0407159 ..., -0.13974651 0.1643772
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[ 0.04115778 0.04637588 0.1110011 ..., -0.24464754 -0.03627662
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[ 0.05786737 -0.03211292 -0.07332434 ..., 0.0385046 0.28401056
0.20574306]]
Progress: 8.5% ... Training loss: 0.287 ... Validation loss: 0.454[[ 0.33915434]
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[ 0.04111598 0.04641282 0.1110739 ..., -0.24463637 -0.03638448
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[ 0.05797153 -0.03221 -0.07355544 ..., 0.03847668 0.28428144
0.20544962]]
Progress: 8.5% ... Training loss: 0.282 ... Validation loss: 0.455[[ 0.34083831]
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[[ 0.0559136 -0.14994475 0.03917036 ..., -0.13994968 0.16604979
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0.20653432]]
Progress: 8.5% ... Training loss: 0.283 ... Validation loss: 0.457[[ 0.34423695]
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[ 0.05784923 -0.03208189 -0.07331076 ..., 0.03850318 0.28428339
0.20567733]]
Progress: 8.5% ... Training loss: 0.291 ... Validation loss: 0.461[[ 0.32397222]
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[ 0.05778679 -0.03201097 -0.07315895 ..., 0.03852432 0.28421209
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Progress: 8.6% ... Training loss: 0.315 ... Validation loss: 0.476[[ 0.34972015]
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0.20408091]]
Progress: 8.6% ... Training loss: 0.300 ... Validation loss: 0.479[[ 0.3340337 ]
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0.20462782]]
Progress: 8.6% ... Training loss: 0.288 ... Validation loss: 0.454[[ 0.3398027 ]
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0.20370976]]
Progress: 8.6% ... Training loss: 0.281 ... Validation loss: 0.453[[ 0.34376107]
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[ 0.04115682 0.04638514 0.11093561 ..., -0.24464049 -0.03628111
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Progress: 8.6% ... Training loss: 0.282 ... Validation loss: 0.458[[ 0.33256905]
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[ 0.05857399 -0.03282806 -0.07525319 ..., 0.03826556 0.28676212
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Progress: 8.6% ... Training loss: 0.297 ... Validation loss: 0.459[[ 0.35256379]
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[ 0.05888064 -0.03309275 -0.07601072 ..., 0.03818027 0.28772114
0.20312012]]
Progress: 8.6% ... Training loss: 0.303 ... Validation loss: 0.490[[ 0.33746546]
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[ 0.04104289 0.04649468 0.11119315 ..., -0.24460704 -0.03657057
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[ 0.05838557 -0.03265872 -0.07486326 ..., 0.03829729 0.28688903
0.20423608]]
Progress: 8.6% ... Training loss: 0.284 ... Validation loss: 0.449[[ 0.33371552]
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[[ 0.05344662 -0.14811652 0.04470731 ..., -0.13961384 0.1608205
-0.18741073]
[ 0.04109923 0.04644765 0.1110671 ..., -0.24461923 -0.03641944
0.11766344]
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[ 0.05754432 -0.03185894 -0.07277192 ..., 0.03853682 0.28497866
0.20626947]]
Progress: 8.6% ... Training loss: 0.294 ... Validation loss: 0.455[[ 0.34414172]
[-0.29000491]
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[ 1.33493537]
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[[ 0.05440755 -0.14898993 0.04246158 ..., -0.13987117 0.16322669
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[ 0.04111703 0.04644227 0.11102759 ..., -0.24462082 -0.03633634
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[ 0.05784171 -0.03209929 -0.07351377 ..., 0.03846101 0.28586257
0.205554 ]]
Progress: 8.6% ... Training loss: 0.283 ... Validation loss: 0.457[[ 0.33820214]
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[[ 0.05417803 -0.14878193 0.04302718 ..., -0.13981194 0.16252276
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[ 0.04090129 0.046626 0.11149723 ..., -0.24456837 -0.03687016
0.117948 ]
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-0.23814493]
[ 0.05779562 -0.03205229 -0.07339041 ..., 0.03847676 0.28582508
0.20565026]]
Progress: 8.6% ... Training loss: 0.283 ... Validation loss: 0.452[[ 0.33970012]
[-0.2920684 ]
[-0.78972867]
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[[ 0.05393544 -0.14852277 0.04364594 ..., -0.13975117 0.1616652
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[ 0.04073596 0.04677058 0.11188111 ..., -0.24452476 -0.03716976
0.11835587]
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-0.23815859]
[ 0.05864594 -0.03279575 -0.07540041 ..., 0.03825659 0.28796014
0.20365325]]
Progress: 8.6% ... Training loss: 0.281 ... Validation loss: 0.452[[ 0.34820961]
[-0.28522009]
[-0.78391259]
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[[ 0.05466194 -0.1491439 0.04204186 ..., -0.13993358 0.16349448
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[ 0.04074981 0.04675919 0.11185043 ..., -0.24452809 -0.03713715
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-0.23929658]
[ 0.05901619 -0.03312429 -0.07622452 ..., 0.03816141 0.28895631
0.2026165 ]]
Progress: 8.6% ... Training loss: 0.292 ... Validation loss: 0.465[[ 0.33280545]
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[-0.79570601]
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[[ 0.05377948 -0.14842556 0.04402205 ..., -0.13971587 0.16179264
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[ 0.04064836 0.0468412 0.11206618 ..., -0.24450381 -0.03739527
0.11857365]
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-0.23820498]
[ 0.0583345 -0.0325242 -0.07462074 ..., 0.03832877 0.28752708
0.20414438]]
Progress: 8.6% ... Training loss: 0.292 ... Validation loss: 0.455[[ 0.34034306]
[-0.29255452]
[-0.79060313]
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[ 0.04082916 0.0466808 0.1116457 ..., -0.24455301 -0.03693287
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[ 0.05897621 -0.03312003 -0.07614751 ..., 0.03814391 0.2891283
0.20254278]]
Progress: 8.6% ... Training loss: 0.281 ... Validation loss: 0.451[[ 0.34348837]
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[ 0.04106617 0.04647793 0.1110987 ..., -0.24461325 -0.0363409
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[ 0.0584195 -0.03264064 -0.07485442 ..., 0.03828267 0.28796998
0.20384536]]
Progress: 8.7% ... Training loss: 0.282 ... Validation loss: 0.455[[ 0.33836527]
[-0.29357882]
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[[ 0.05465031 -0.14915425 0.04233791 ..., -0.13994015 0.1634361
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[ 0.04116648 0.04639587 0.11086672 ..., -0.24463768 -0.03609118
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-0.24007757]
[ 0.05824215 -0.03249151 -0.07439809 ..., 0.03832851 0.28767242
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Progress: 8.7% ... Training loss: 0.282 ... Validation loss: 0.453[[ 0.33975606]
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[[ 0.05476114 -0.14922098 0.04221221 ..., -0.13995774 0.16389451
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[ 0.04110935 0.04644901 0.11099055 ..., -0.24462511 -0.03616756
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[ 0.05875679 -0.03294823 -0.07554529 ..., 0.03818937 0.28895368
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Progress: 8.7% ... Training loss: 0.281 ... Validation loss: 0.452[[ 0.33786809]
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[ 0.04105245 0.04649874 0.11110641 ..., -0.24461074 -0.03628908
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[ 0.058047 -0.03232458 -0.07388336 ..., 0.03838081 0.28740331
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Progress: 8.7% ... Training loss: 0.282 ... Validation loss: 0.450[[ 0.33606527]
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[ 0.04110529 0.0464544 0.11098831 ..., -0.24462506 -0.03615771
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[ 0.05792386 -0.03220546 -0.07368414 ..., 0.0384142 0.28712156
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Progress: 8.7% ... Training loss: 0.281 ... Validation loss: 0.448[[ 0.34420894]
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[ 0.04131166 0.04627255 0.11050481 ..., -0.2446809 -0.03564565
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[ 0.05827094 -0.03251471 -0.07448692 ..., 0.03831962 0.28802161
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Progress: 8.7% ... Training loss: 0.285 ... Validation loss: 0.463[[ 0.33223131]
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[ 0.04146393 0.04614514 0.11016004 ..., -0.24471921 -0.0352606
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[ 0.05771559 -0.03205076 -0.07323522 ..., 0.03846024 0.28682133
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Progress: 8.7% ... Training loss: 0.287 ... Validation loss: 0.456[[ 0.34622201]
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[ 0.05774477 -0.03206918 -0.07331437 ..., 0.03845191 0.28693924
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Progress: 8.7% ... Training loss: 0.290 ... Validation loss: 0.466[[ 0.33641599]
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0.20742231]]
Progress: 8.7% ... Training loss: 0.281 ... Validation loss: 0.448[[ 0.3418708 ]
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[[ 0.05423019 -0.14873873 0.04373612 ..., -0.13980809 0.16264922
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[ 0.05641523 -0.03088876 -0.07027929 ..., 0.03881981 0.28417254
0.20846828]]
Progress: 8.7% ... Training loss: 0.282 ... Validation loss: 0.451[[ 0.33266132]
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[[ 0.05350662 -0.14813752 0.04543258 ..., -0.13961977 0.16114911
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[ 0.05599216 -0.0305016 -0.06930898 ..., 0.03892469 0.28349152
0.20935136]]
Progress: 8.7% ... Training loss: 0.285 ... Validation loss: 0.451[[ 0.33415733]
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[[ 0.05339281 -0.14805656 0.04572981 ..., -0.13958844 0.1608405
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[ 0.04196434 0.04569874 0.1089511 ..., -0.24486518 -0.03392711
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[ 0.05623411 -0.03072455 -0.06990988 ..., 0.03885276 0.28419562
0.20878082]]
Progress: 8.7% ... Training loss: 0.283 ... Validation loss: 0.449[[ 0.33371238]
[-0.29315545]
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[ 0.05584527 -0.03036609 -0.06896403 ..., 0.03895859 0.28331726
0.20963088]]
Progress: 8.7% ... Training loss: 0.284 ... Validation loss: 0.451[[ 0.34069203]
[-0.28777822]
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[[ 0.05338123 -0.14804101 0.04591352 ..., -0.13960148 0.16075585
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[ 0.04185325 0.0457905 0.10921111 ..., -0.24483582 -0.03412289
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[ 0.05649553 -0.0309498 -0.07047082 ..., 0.03877638 0.28479736
0.20801666]]
Progress: 8.7% ... Training loss: 0.280 ... Validation loss: 0.451[[ 0.3267023 ]
[-0.30045029]
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[ 1.33269533]
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[[ 0.05310618 -0.14779902 0.04653186 ..., -0.139525 0.16020172
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[ 0.05618638 -0.0306891 -0.06980752 ..., 0.03885512 0.284178
0.20875179]]
Progress: 8.7% ... Training loss: 0.309 ... Validation loss: 0.472[[ 0.35447338]
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[ 0.0572272 -0.03164914 -0.07242745 ..., 0.03852507 0.28693369
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Progress: 8.8% ... Training loss: 0.313 ... Validation loss: 0.502[[ 0.33706156]
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[ 0.05678885 -0.03128954 -0.0714727 ..., 0.03862277 0.28602917
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Progress: 8.8% ... Training loss: 0.284 ... Validation loss: 0.450[[ 0.34113838]
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[ 0.04172564 0.04589287 0.10952001 ..., -0.24480943 -0.03434062
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[ 0.05704481 -0.03148936 -0.07212517 ..., 0.03855081 0.28678973
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Progress: 8.8% ... Training loss: 0.280 ... Validation loss: 0.453[[ 0.33770648]
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[ 0.05754881 -0.03190998 -0.07333832 ..., 0.03842428 0.28817691
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Progress: 8.8% ... Training loss: 0.280 ... Validation loss: 0.449[[ 0.33710951]
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[ 0.04145611 0.04612004 0.11012037 ..., -0.24473604 -0.03499629
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[ 0.05744975 -0.03180534 -0.07316203 ..., 0.03844012 0.28791547
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Progress: 8.8% ... Training loss: 0.280 ... Validation loss: 0.448[[ 0.34002555]
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[ 0.04156927 0.04602257 0.10985505 ..., -0.24476815 -0.03471695
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[ 0.05735961 -0.03169876 -0.07302217 ..., 0.03847691 0.28775981
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Progress: 8.8% ... Training loss: 0.280 ... Validation loss: 0.450[[ 0.33313847]
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[ 0.04162916 0.0459638 0.1097098 ..., -0.24478362 -0.0345757
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[ 0.05733185 -0.03167937 -0.07298358 ..., 0.0384819 0.28768664
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Progress: 8.8% ... Training loss: 0.284 ... Validation loss: 0.449[[ 0.34338626]
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[ 0.04155498 0.04603059 0.10986057 ..., -0.24476147 -0.03476223
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[ 0.05746744 -0.03182293 -0.07335687 ..., 0.03843592 0.28799781
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Progress: 8.8% ... Training loss: 0.283 ... Validation loss: 0.452[[ 0.34533973]
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[ 0.05760586 -0.03193664 -0.07370614 ..., 0.03839678 0.28849928
0.2050593 ]]
Progress: 8.8% ... Training loss: 0.286 ... Validation loss: 0.455[[ 0.33709953]
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[ 1.34912016]
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[[ 0.05494279 -0.14972403 0.04189394 ..., -0.1402415 0.16506326
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[ 0.04175249 0.04585641 0.10940263 ..., -0.24480954 -0.03427359
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[ 0.05681559 -0.03125374 -0.07187652 ..., 0.03860229 0.28676909
0.20683995]]
Progress: 8.8% ... Training loss: 0.282 ... Validation loss: 0.446[[ 0.34427137]
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[[ 0.05543586 -0.15013606 0.04082991 ..., -0.14036308 0.16619877
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[ 0.04188474 0.04574141 0.10909674 ..., -0.24484677 -0.03394189
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[ 0.05726952 -0.03164597 -0.0729986 ..., 0.03846834 0.28808066
0.20563175]]
Progress: 8.8% ... Training loss: 0.283 ... Validation loss: 0.451[[ 0.34040692]
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[[ 0.05548416 -0.15017684 0.04070097 ..., -0.14037234 0.16638962
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[ 0.04203042 0.04562283 0.10876756 ..., -0.24488394 -0.033588
0.11573884]
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-0.24273829]
[ 0.05693816 -0.03137548 -0.07237633 ..., 0.03854877 0.28746214
0.2060407 ]]
Progress: 8.8% ... Training loss: 0.281 ... Validation loss: 0.449[[ 0.34417045]
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[[ 0.05646665 -0.15102185 0.03859148 ..., -0.14063994 0.16878441
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[ 0.0419022 0.04573265 0.10905901 ..., -0.2448482 -0.03389099
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[ 0.0573809 -0.0317521 -0.07339024 ..., 0.03843554 0.28861663
0.20494829]]
Progress: 8.8% ... Training loss: 0.283 ... Validation loss: 0.451[[ 0.3328545 ]
[-0.29612021]
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[ 0.04184419 0.04578116 0.10918506 ..., -0.24483266 -0.03403676
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[ 0.05777142 -0.03204874 -0.07423882 ..., 0.03833274 0.2896541
0.20400324]]
Progress: 8.8% ... Training loss: 0.284 ... Validation loss: 0.448[[ 0.33314828]
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[ 1.35309518]
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[[ 0.05635346 -0.15088105 0.03900825 ..., -0.14060581 0.16860355
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[ 0.04194397 0.04569234 0.10895324 ..., -0.2448611 -0.03384539
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[ 0.0581466 -0.03236831 -0.07513829 ..., 0.03822803 0.29052226
0.20306641]]
Progress: 8.8% ... Training loss: 0.283 ... Validation loss: 0.445[[ 0.33395976]
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[[ 0.05631295 -0.15086775 0.03920127 ..., -0.14059596 0.16832888
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[ 0.05748233 -0.03175213 -0.07352352 ..., 0.03843477 0.28918672
0.20457906]]
Progress: 8.9% ... Training loss: 0.281 ... Validation loss: 0.446[[ 0.33355983]
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[[ 0.0559742 -0.15055041 0.0400866 ..., -0.14049566 0.1672901
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[ 0.05751992 -0.03177756 -0.07360393 ..., 0.03842136 0.2894742
0.20450104]]
Progress: 8.9% ... Training loss: 0.282 ... Validation loss: 0.445[[ 0.34685046]
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[[ 0.05700539 -0.15148458 0.03759579 ..., -0.14079086 0.1699485
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[ 0.05807645 -0.03225259 -0.07494218 ..., 0.03826134 0.29075064
0.2031479 ]]
Progress: 8.9% ... Training loss: 0.294 ... Validation loss: 0.459[[ 0.33933977]
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[[ 0.05664289 -0.15116264 0.03838085 ..., -0.14067735 0.16929495
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[ 0.04199243 0.04565945 0.1088001 ..., -0.24486862 -0.03372263
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[ 0.0572549 -0.03154899 -0.07309378 ..., 0.03847257 0.28905996
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Progress: 8.9% ... Training loss: 0.280 ... Validation loss: 0.442[[ 0.32683936]
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[[ 0.05635805 -0.15085394 0.03927285 ..., -0.14059001 0.16844514
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[ 0.04188166 0.04575974 0.10904978 ..., -0.24483686 -0.03400738
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[ 0.05678193 -0.03112466 -0.07200265 ..., 0.03860254 0.28813393
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Progress: 8.9% ... Training loss: 0.296 ... Validation loss: 0.457[[ 0.3395129 ]
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[[ 0.05656359 -0.15103471 0.03889668 ..., -0.14065806 0.16892864
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[ 0.05722022 -0.03154009 -0.07305064 ..., 0.03847029 0.28922447
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Progress: 8.9% ... Training loss: 0.280 ... Validation loss: 0.450[[ 0.33530941]
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[[ 0.05690607 -0.15131611 0.03821999 ..., -0.14074317 0.16983927
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[ 0.04169975 0.04592592 0.10948039 ..., -0.24478531 -0.03434352
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[ 0.05718115 -0.03148331 -0.07299135 ..., 0.03849298 0.28921072
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Progress: 8.9% ... Training loss: 0.279 ... Validation loss: 0.448[[ 0.33235992]
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[[ 0.05647166 -0.15090119 0.03943774 ..., -0.14062783 0.16888716
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[ 0.05713843 -0.03144286 -0.07291309 ..., 0.03850726 0.28923126
0.20533049]]
Progress: 8.9% ... Training loss: 0.283 ... Validation loss: 0.452[[ 0.33249037]
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[[ 0.05636601 -0.1507991 0.03965414 ..., -0.14060327 0.16874838
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[ 0.04177678 0.04585814 0.10928798 ..., -0.24480685 -0.03415874
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[ 0.05693733 -0.03126504 -0.07247938 ..., 0.03855877 0.28884702
0.20561117]]
Progress: 8.9% ... Training loss: 0.283 ... Validation loss: 0.452[[ 0.33751083]
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[[ 0.05686537 -0.15126009 0.03848277 ..., -0.14075164 0.16985428
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[ 0.04187466 0.04577851 0.10904012 ..., -0.24483616 -0.0338704
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[ 0.05712972 -0.03144347 -0.07293258 ..., 0.03850291 0.28937916
0.20508919]]
Progress: 8.9% ... Training loss: 0.279 ... Validation loss: 0.453[[ 0.33480391]
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[[ 0.05638654 -0.15088834 0.03948609 ..., -0.14061664 0.16900428
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0.20582118]]
Progress: 8.9% ... Training loss: 0.280 ... Validation loss: 0.449[[ 0.3402015 ]
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[ 0.05739211 -0.03170723 -0.07358734 ..., 0.03842782 0.29046382
0.2043611 ]]
Progress: 8.9% ... Training loss: 0.279 ... Validation loss: 0.452[[ 0.35483055]
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[[ 0.05787904 -0.15222111 0.03619475 ..., -0.14103659 0.17257083
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[ 0.04160955 0.04603615 0.10963537 ..., -0.2447621 -0.03439585
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[ 0.05848428 -0.03265955 -0.07613302 ..., 0.03813044 0.29322139
0.2018173 ]]
Progress: 8.9% ... Training loss: 0.320 ... Validation loss: 0.504[[ 0.32950246]
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[[ 0.05530564 -0.15021146 0.04181194 ..., -0.14046004 0.16661261
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[ 0.04147658 0.04613826 0.10992282 ..., -0.24473208 -0.03470903
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[ 0.05799662 -0.03225705 -0.07504306 ..., 0.03824455 0.29210297
0.20300925]]
Progress: 8.9% ... Training loss: 0.303 ... Validation loss: 0.465[[ 0.34597622]
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[ 0.04155246 0.0460692 0.10973956 ..., -0.24475508 -0.03452245
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[ 0.05910555 -0.03330793 -0.07773819 ..., 0.03789053 0.29482037
0.20023252]]
Progress: 8.9% ... Training loss: 0.281 ... Validation loss: 0.459[[ 0.34816107]
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[ 0.05881399 -0.03302299 -0.07700589 ..., 0.03797865 0.29441852
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Progress: 9.0% ... Training loss: 0.286 ... Validation loss: 0.465[[ 0.34772727]
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[ 0.05870964 -0.03292111 -0.07671646 ..., 0.03800525 0.29437447
0.20115565]]
Progress: 9.0% ... Training loss: 0.289 ... Validation loss: 0.467[[ 0.33866325]
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[ 0.05829224 -0.03255786 -0.075809 ..., 0.03811106 0.29356025
0.20202091]]
Progress: 9.0% ... Training loss: 0.279 ... Validation loss: 0.449[[ 0.34564456]
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Progress: 9.0% ... Training loss: 0.283 ... Validation loss: 0.458[[ 0.3390153 ]
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[ 0.0587845 -0.0329956 -0.0771284 ..., 0.03797614 0.29509797
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Progress: 9.0% ... Training loss: 0.280 ... Validation loss: 0.450[[ 0.33298583]
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[ 0.05921302 -0.03337524 -0.07818279 ..., 0.03785619 0.29624268
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Progress: 9.0% ... Training loss: 0.289 ... Validation loss: 0.453[[ 0.34485905]
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[ 0.04160038 0.04603763 0.10961091 ..., -0.24476037 -0.03438102
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[ 0.05915282 -0.03331694 -0.07803346 ..., 0.03787499 0.2961175
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Progress: 9.0% ... Training loss: 0.281 ... Validation loss: 0.461[[ 0.34604898]
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[[ 0.05692368 -0.15159815 0.03852712 ..., -0.14097899 0.1709355
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[ 0.04166514 0.04598914 0.10946322 ..., -0.24477776 -0.03418671
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[ 0.05972141 -0.0337652 -0.07929165 ..., 0.03773211 0.29776069
0.19852983]]
Progress: 9.0% ... Training loss: 0.282 ... Validation loss: 0.457[[ 0.34222515]
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[ 0.04164306 0.04600737 0.10951211 ..., -0.24477212 -0.03424174
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[ 0.05892715 -0.03307052 -0.07756658 ..., 0.03793671 0.29609167
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Progress: 9.0% ... Training loss: 0.278 ... Validation loss: 0.449[[ 0.33854376]
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[[ 0.05730845 -0.15189819 0.03778211 ..., -0.14107849 0.17186868
-0.19830622]
[ 0.0418756 0.04580931 0.10898475 ..., -0.24483387 -0.03365671
0.11546349]
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-0.24231862]
[ 0.0586074 -0.03278425 -0.076853 ..., 0.03802656 0.29555071
0.20102043]]
Progress: 9.0% ... Training loss: 0.279 ... Validation loss: 0.444[[ 0.34724127]
[-0.28762472]
[-0.78348694]
[-0.8075816 ]
[-0.22210938]
[ 1.36737757]
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[[ 0.05783578 -0.15236168 0.03672837 ..., -0.14121827 0.17308262
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[ 0.04186243 0.04582111 0.10901582 ..., -0.2448303 -0.03368792
0.11548753]
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-0.24335169]
[ 0.05913881 -0.03325065 -0.0780983 ..., 0.03788095 0.29690478
0.19977569]]
Progress: 9.0% ... Training loss: 0.287 ... Validation loss: 0.460[[ 0.33879269]
[-0.29749587]
[-0.79112451]
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[ 1.35976491]
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[[ 0.0575875 -0.15218312 0.03727935 ..., -0.14116674 0.17264311
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[ 0.04187959 0.04580744 0.10897621 ..., -0.2448349 -0.03363449
0.11550081]
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-0.24233314]
[ 0.05933529 -0.03341562 -0.07856466 ..., 0.03783439 0.29745926
0.19938386]]
Progress: 9.0% ... Training loss: 0.279 ... Validation loss: 0.446[[ 0.33676618]
[-0.30016069]
[-0.79349755]
[-0.81660809]
[-0.23119632]
[ 1.35587688]
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[[ 0.0567225 -0.15140641 0.03934078 ..., -0.14091594 0.17065666
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[ 0.04189195 0.04579539 0.10894284 ..., -0.24483911 -0.03358725
0.11554225]
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-0.24233839]
[ 0.05945756 -0.03351869 -0.07881799 ..., 0.03779983 0.29795189
0.19915843]]
Progress: 9.0% ... Training loss: 0.284 ... Validation loss: 0.450[[ 0.341704 ]
[-0.29613253]
[-0.78933223]
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[ 1.35720572]
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[[ 0.05674385 -0.15143637 0.03922906 ..., -0.14091217 0.1707583
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[ 0.04171363 0.04595519 0.10927937 ..., -0.24478695 -0.03403141
0.1158757 ]
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[-0.19337236 -0.1851126 -0.11755575 ..., 0.10531658 -0.07147701
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-0.24278138]
[ 0.05958299 -0.0336345 -0.07911953 ..., 0.03776998 0.29844396
0.19885689]]
Progress: 9.0% ... Training loss: 0.280 ... Validation loss: 0.451[[ 0.34888183]
[-0.28942606]
[-0.78329198]
[-0.80627337]
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[ 1.3675951 ]
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[[ 0.0574476 -0.15199291 0.03780224 ..., -0.14108876 0.17272621
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[ 0.04180417 0.04586542 0.10902492 ..., -0.24480794 -0.0337417
0.1154612 ]
[-0.06341597 0.03139324 0.04078821 ..., 0.1669118 -0.07784002
0.40433435]
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[-0.19289393 -0.18553444 -0.11857092 ..., 0.10519139 -0.07053395
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-0.24299574]
[ 0.05975113 -0.03379158 -0.07952808 ..., 0.03771926 0.29910587
0.1984158 ]]
Progress: 9.0% ... Training loss: 0.285 ... Validation loss: 0.457[[ 0.32951071]
[-0.3054428 ]
[-0.79632014]
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[[ 0.05658959 -0.15124855 0.03971748 ..., -0.14086183 0.17058202
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[ 0.04154069 0.04608755 0.10946619 ..., -0.2447392 -0.03433464
0.11599385]
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-0.24225897]
[ 0.05918888 -0.03330997 -0.07824911 ..., 0.0378682 0.29790147
0.19965348]]
Progress: 9.1% ... Training loss: 0.304 ... Validation loss: 0.465[[ 0.34807963]
[-0.28870467]
[-0.78120501]
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[[ 0.05806541 -0.15261404 0.0363131 ..., -0.14130559 0.17429727
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[ 0.04167994 0.04595793 0.10913799 ..., -0.24478078 -0.03398258
0.11565121]
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[-0.19295661 -0.18551148 -0.11848513 ..., 0.10519173 -0.07065576
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-0.24323075]
[ 0.059899 -0.0339767 -0.07994713 ..., 0.03765428 0.29974363
0.19781138]]
Progress: 9.1% ... Training loss: 0.286 ... Validation loss: 0.457[[ 0.33425489]
[-0.30143574]
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[[ 0.05695035 -0.15169253 0.03884866 ..., -0.14103085 0.17183318
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[ 0.04167994 0.04595793 0.10913799 ..., -0.24478078 -0.03398258
0.11565121]
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[-0.19303756 -0.18544221 -0.11831102 ..., 0.1052125 -0.07090514
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-0.24218881]
[ 0.0590417 -0.03324096 -0.07801235 ..., 0.03786601 0.29805587
0.19984735]]
Progress: 9.1% ... Training loss: 0.289 ... Validation loss: 0.453[[ 0.34940861]
[-0.28865756]
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[[ 0.05785441 -0.15252586 0.03665162 ..., -0.14129489 0.17402042
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[ 0.04181673 0.04583742 0.10881511 ..., -0.24482039 -0.03364016
0.11539797]
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-0.24316006]
[ 0.05931967 -0.03347521 -0.0786812 ..., 0.03779748 0.2989128
0.19922141]]
Progress: 9.1% ... Training loss: 0.286 ... Validation loss: 0.458[[ 0.33610133]
[-0.30062901]
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[[ 0.05699196 -0.15184219 0.03862013 ..., -0.14108728 0.17203599
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[ 0.04176381 0.04587716 0.10892534 ..., -0.24480915 -0.0337692
0.11552212]
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-0.24282585]
[ 0.05890225 -0.03313086 -0.07775983 ..., 0.03789928 0.29823597
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Progress: 9.1% ... Training loss: 0.286 ... Validation loss: 0.449[[ 0.34585604]
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[[ 0.05728285 -0.15212028 0.03780703 ..., -0.14118944 0.17287955
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[ 0.04184553 0.04580421 0.10872745 ..., -0.24483301 -0.03357599
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[ 0.05909868 -0.03330081 -0.07821991 ..., 0.03783421 0.29881173
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Progress: 9.1% ... Training loss: 0.279 ... Validation loss: 0.450[[ 0.35021769]
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[[ 0.05770205 -0.15250791 0.03694615 ..., -0.14130265 0.17390521
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[ 0.04190168 0.04575441 0.10859644 ..., -0.24484935 -0.03343045
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-0.24286362]
[ 0.05898781 -0.03320318 -0.07803933 ..., 0.03786578 0.29867238
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Progress: 9.1% ... Training loss: 0.284 ... Validation loss: 0.461[[ 0.34289287]
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[[ 0.05694236 -0.15186899 0.03869872 ..., -0.14111448 0.17209822
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[ 0.04202395 0.04565343 0.10833374 ..., -0.24487766 -0.03313332
0.11500678]
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[ 0.0588485 -0.0330984 -0.07774709 ..., 0.03790438 0.29846479
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Progress: 9.1% ... Training loss: 0.279 ... Validation loss: 0.448[[ 0.34910872]
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[[ 0.0570583 -0.15194856 0.03853739 ..., -0.14114171 0.17224529
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[ 0.04182964 0.04581521 0.10874224 ..., -0.24482135 -0.03360679
0.11546149]
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[ 0.05945746 -0.03362893 -0.0791106 ..., 0.03773175 0.30000796
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Progress: 9.1% ... Training loss: 0.280 ... Validation loss: 0.454[[ 0.34504379]
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[ 0.85840846]
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[[ 0.0573544 -0.15218587 0.03809638 ..., -0.14122196 0.17277553
-0.19959102]
[ 0.04173846 0.04589144 0.10892039 ..., -0.24479634 -0.03383248
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[ 0.05959542 -0.03373862 -0.07942776 ..., 0.03769245 0.30045626
0.19857766]]
Progress: 9.1% ... Training loss: 0.278 ... Validation loss: 0.447[[ 0.345323 ]
[-0.29369388]
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[ 1.36905985]
[ 0.41773668]
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[[ 0.0576537 -0.1524884 0.03748076 ..., -0.14130827 0.17345835
-0.20021007]
[ 0.04182001 0.04582122 0.10873329 ..., -0.24481925 -0.03363559
0.11548487]
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-0.24305791]
[ 0.06002415 -0.03411736 -0.08044537 ..., 0.03757013 0.30154755
0.19762431]]
Progress: 9.1% ... Training loss: 0.278 ... Validation loss: 0.451[[ 0.35054275]
[-0.28894773]
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[-0.80932887]
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[ 1.37628308]
[ 0.42199915]
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[[ 0.05827593 -0.15301289 0.03610722 ..., -0.14147618 0.17464687
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[ 0.04181653 0.04582401 0.10873453 ..., -0.24481766 -0.03364835
0.115462 ]
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-0.24272215]
[ 0.06033746 -0.03439265 -0.08119246 ..., 0.03749005 0.30228681
0.19678567]]
Progress: 9.1% ... Training loss: 0.284 ... Validation loss: 0.459[[ 0.33666073]
[-0.30105972]
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[ 1.36627617]
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[[ 0.0573955 -0.15223395 0.03802209 ..., -0.14124461 0.17251812
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[ 0.04202782 0.04565176 0.10825488 ..., -0.24486853 -0.03314571
0.11496731]
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-0.24115159]
[ 0.06010966 -0.03417556 -0.08076399 ..., 0.03756109 0.30187299
0.19717433]]
Progress: 9.1% ... Training loss: 0.290 ... Validation loss: 0.451[[ 0.34510461]
[-0.29193863]
[-0.78901833]
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[ 1.37144222]
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[[ 0.05712023 -0.15197251 0.03882994 ..., -0.14116486 0.17217462
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[ 0.04214076 0.04555101 0.10798919 ..., -0.24490187 -0.0328689
0.11470429]
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-0.24105343]
[ 0.0603917 -0.03444602 -0.08150947 ..., 0.03745999 0.3027507
0.19636809]]
Progress: 9.1% ... Training loss: 0.277 ... Validation loss: 0.447[[ 0.33695037]
[-0.29765515]
[-0.79577139]
[-0.81840819]
[-0.23227199]
[ 1.3644147 ]
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[[ 0.0560568 -0.15104216 0.04140675 ..., -0.14085679 0.16971926
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[ 0.04211442 0.04557821 0.10801923 ..., -0.24489267 -0.03288482
0.11457489]
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-0.24140928]
[ 0.05999511 -0.03410329 -0.08061938 ..., 0.03757382 0.30189631
0.19727264]]
Progress: 9.1% ... Training loss: 0.289 ... Validation loss: 0.452[[ 0.34650699]
[-0.28941849]
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[ 1.36808719]
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[[ 0.05709652 -0.15195569 0.03934036 ..., -0.14116929 0.17204132
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[ 0.04195624 0.04571846 0.10838554 ..., -0.24484372 -0.0332424
0.11494755]
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-0.24318747]
[ 0.05974246 -0.03386175 -0.0799892 ..., 0.0376581 0.30148312
0.19791167]]
Progress: 9.2% ... Training loss: 0.278 ... Validation loss: 0.455[[ 0.33906699]
[-0.29552075]
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[ 1.36623215]
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[ 0.0418072 0.04584572 0.10872479 ..., -0.24480037 -0.03356951
0.11518829]
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-0.24334337]
[ 0.05914631 -0.03333245 -0.07865847 ..., 0.0378465 0.30052917
0.1993016 ]]
Progress: 9.2% ... Training loss: 0.285 ... Validation loss: 0.451[[ 0.34683547]
[-0.28838282]
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[[ 0.05788389 -0.15264935 0.03746394 ..., -0.14140937 0.17430313
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[ 0.04222564 0.04547867 0.10776242 ..., -0.24492451 -0.03254294
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[ 0.05940306 -0.03353729 -0.07924835 ..., 0.03777058 0.30125233
0.19851337]]
Progress: 9.2% ... Training loss: 0.279 ... Validation loss: 0.460[[ 0.34209342]
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[[ 0.05766587 -0.15246154 0.0379244 ..., -0.1413429 0.17377443
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[ 0.04235794 0.04537045 0.10746655 ..., -0.24495953 -0.03221354
0.11397873]
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[ 0.05954295 -0.03365427 -0.07959025 ..., 0.03774225 0.30167015
0.19814067]]
Progress: 9.2% ... Training loss: 0.279 ... Validation loss: 0.452[[ 0.34373368]
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[[ 0.05826922 -0.15300111 0.03662768 ..., -0.14151143 0.17530124
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[ 0.04255598 0.04520739 0.10700879 ..., -0.24501625 -0.03172695
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[ 0.05888397 -0.03307038 -0.07810523 ..., 0.03795156 0.30040337
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Progress: 9.2% ... Training loss: 0.278 ... Validation loss: 0.452[[ 0.34083234]
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[ 1.37325929]
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[[ 0.05836233 -0.15309031 0.03641458 ..., -0.14155228 0.17549848
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[ 0.04231206 0.04541651 0.10754373 ..., -0.24495249 -0.03214843
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[ 0.05892015 -0.03308767 -0.07812288 ..., 0.03795011 0.30054063
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Progress: 9.2% ... Training loss: 0.280 ... Validation loss: 0.449[[ 0.34439935]
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[[ 0.05904306 -0.15367454 0.03492782 ..., -0.14176879 0.17711567
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[ 0.04235479 0.04538331 0.10745372 ..., -0.24496374 -0.03203975
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[ 0.05856531 -0.03274797 -0.07726309 ..., 0.03806147 0.2998515
0.20063181]]
Progress: 9.2% ... Training loss: 0.277 ... Validation loss: 0.456[[ 0.33946968]
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[[ 0.05852211 -0.15322488 0.03617918 ..., -0.14160741 0.1758026
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[ 0.04230043 0.04543289 0.10756768 ..., -0.24495051 -0.03216915
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[ 0.05918294 -0.03328273 -0.07867868 ..., 0.03788672 0.30128445
0.19918464]]
Progress: 9.2% ... Training loss: 0.281 ... Validation loss: 0.448[[ 0.34993429]
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[[ 0.05902901 -0.15368369 0.03506707 ..., -0.14175828 0.17697151
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[ 0.0423555 0.04538621 0.10744971 ..., -0.2449666 -0.03202442
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[ 0.05997718 -0.03398145 -0.08052409 ..., 0.03765251 0.30318 0.19736791]]
Progress: 9.2% ... Training loss: 0.284 ... Validation loss: 0.472[[ 0.34020558]
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[ 0.05913326 -0.03325461 -0.07863001 ..., 0.03788116 0.30135605
0.19904898]]
Progress: 9.2% ... Training loss: 0.279 ... Validation loss: 0.447[[ 0.34691844]
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[[ 0.05927298 -0.15386898 0.03455305 ..., -0.14181913 0.17772331
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[ 0.04233796 0.04540141 0.10749079 ..., -0.24496008 -0.03206697
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[ 0.05916177 -0.03325363 -0.07872219 ..., 0.03788964 0.30166406
0.1989558 ]]
Progress: 9.2% ... Training loss: 0.281 ... Validation loss: 0.455[[ 0.34052887]
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[[ 0.05860471 -0.15329605 0.03604516 ..., -0.14163794 0.17629451
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[ 0.04234555 0.04539509 0.10747361 ..., -0.24496212 -0.03204811
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[ 0.05934095 -0.03337707 -0.07911294 ..., 0.03785136 0.30218757
0.19864602]]
Progress: 9.2% ... Training loss: 0.278 ... Validation loss: 0.446[[ 0.34971862]
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[[ 0.05965333 -0.15423292 0.03376403 ..., -0.1419417 0.17861202
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[ 0.04195456 0.04573268 0.10830298 ..., -0.24484909 -0.03299948
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[ 0.05993046 -0.03390467 -0.0804786 ..., 0.03767854 0.30369165
0.19730854]]
Progress: 9.2% ... Training loss: 0.284 ... Validation loss: 0.467[[ 0.34372347]
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[[ 0.05969379 -0.15421472 0.03373255 ..., -0.14195061 0.17872462
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[ 0.04184829 0.04582002 0.10852847 ..., -0.24482157 -0.03325643
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[ 0.05929593 -0.03333701 -0.07908659 ..., 0.03785556 0.30234055
0.19861044]]
Progress: 9.2% ... Training loss: 0.277 ... Validation loss: 0.450[[ 0.3364666 ]
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[[ 0.05904282 -0.15368695 0.03532433 ..., -0.14178511 0.17701312
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[ 0.05913388 -0.03317724 -0.07877502 ..., 0.03790441 0.30212588
0.19897214]]
Progress: 9.2% ... Training loss: 0.285 ... Validation loss: 0.444[[ 0.35097494]
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[ 0.05945964 -0.03347786 -0.07950773 ..., 0.03779302 0.30295307
0.19814465]]
Progress: 9.3% ... Training loss: 0.285 ... Validation loss: 0.476[[ 0.34311891]
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[ 0.05964765 -0.0336228 -0.07991221 ..., 0.03774656 0.30349744
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Progress: 9.3% ... Training loss: 0.277 ... Validation loss: 0.451[[ 0.34718469]
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[[ 0.06017012 -0.15472492 0.03299588 ..., -0.14216509 0.17967115
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[ 0.05960596 -0.0335761 -0.07974602 ..., 0.03776094 0.30354532
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Progress: 9.3% ... Training loss: 0.278 ... Validation loss: 0.459[[ 0.33741053]
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[ 0.04198512 0.04568443 0.10821119 ..., -0.24487301 -0.03279012
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[ 0.05915624 -0.03316987 -0.0786557 ..., 0.03789251 0.30263362
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Progress: 9.3% ... Training loss: 0.285 ... Validation loss: 0.443[[ 0.34840434]
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[[ 0.05950621 -0.15416024 0.03463564 ..., -0.14196983 0.17796871
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[ 0.0420965 0.04558286 0.10795037 ..., -0.2449068 -0.0325205
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[ 0.05935799 -0.03335402 -0.07911333 ..., 0.03783733 0.30310486
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Progress: 9.3% ... Training loss: 0.279 ... Validation loss: 0.461[[ 0.33603261]
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[[ 0.05816528 -0.15297564 0.03766025 ..., -0.1416026 0.17487692
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[ 0.041977 0.04567667 0.10820245 ..., -0.24487423 -0.03280934
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[ 0.05909802 -0.0331194 -0.07851744 ..., 0.03790944 0.30276409
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Progress: 9.3% ... Training loss: 0.292 ... Validation loss: 0.448[[ 0.35941269]
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[ 0.042068 0.04559728 0.10798753 ..., -0.24490331 -0.03259162
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[ 0.0593146 -0.03330508 -0.07906904 ..., 0.03784049 0.30331934
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Progress: 9.3% ... Training loss: 0.313 ... Validation loss: 0.513[[ 0.34051568]
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[[ 0.05941688 -0.1540952 0.03470573 ..., -0.14199862 0.17774066
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[ 0.05892461 -0.03297142 -0.07823801 ..., 0.03795049 0.30257794
0.1993472 ]]
Progress: 9.3% ... Training loss: 0.281 ... Validation loss: 0.438[[ 0.35403063]
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[[ 0.06053178 -0.15511263 0.03221249 ..., -0.14234765 0.18038799
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[ 0.04224863 0.04543833 0.10750866 ..., -0.24496612 -0.03210225
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[ 0.05927942 -0.03328645 -0.07903674 ..., 0.03784134 0.30346164
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Progress: 9.3% ... Training loss: 0.293 ... Validation loss: 0.468[[ 0.33630029]
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[[ 0.05872671 -0.15362159 0.03624205 ..., -0.14188204 0.17638382
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[ 0.04220732 0.04546914 0.10759869 ..., -0.24495526 -0.03219914
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[ 0.05877127 -0.03286235 -0.07801744 ..., 0.03798141 0.30244821
0.19972832]]
Progress: 9.3% ... Training loss: 0.292 ... Validation loss: 0.446[[ 0.35659157]
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[[ 0.06000467 -0.15476098 0.03321396 ..., -0.14227975 0.17950046
-0.20626307]
[ 0.04242441 0.04527551 0.1071071 ..., -0.24502166 -0.03165701
0.11374586]
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[ 0.05952781 -0.03350983 -0.07982964 ..., 0.03775519 0.30432492
0.19787053]]
Progress: 9.3% ... Training loss: 0.302 ... Validation loss: 0.480[[ 0.32946079]
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[ 1.37653959]
[ 0.3985739 ]
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[[ 0.05732784 -0.15266355 0.0390218 ..., -0.14163398 0.17334519
-0.20072221]
[ 0.04227614 0.04539871 0.10741847 ..., -0.244982 -0.03197978
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-0.23782679]
[ 0.0593356 -0.03335118 -0.07935817 ..., 0.03780619 0.3039828
0.1981789 ]]
Progress: 9.3% ... Training loss: 0.331 ... Validation loss: 0.477[[ 0.35794019]
[-0.27933571]
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[ 1.39547568]
[ 0.42429198]
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[[ 0.05900712 -0.15424221 0.03506907 ..., -0.1422113 0.17755405
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[ 0.04222934 0.04544147 0.10753416 ..., -0.24496562 -0.03209254
0.11400238]
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0.41995231]
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-0.23941249]
[ 0.05974846 -0.03374289 -0.08034468 ..., 0.03766424 0.30506501
0.19721413]]
Progress: 9.3% ... Training loss: 0.298 ... Validation loss: 0.486[[ 0.33619802]
[-0.298451 ]
[-0.79422774]
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[ 1.37517968]
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[[ 0.05619785 -0.1519906 0.04127332 ..., -0.14152085 0.17078566
-0.19840568]
[ 0.04205769 0.04556665 0.10789423 ..., -0.2449258 -0.0324936
0.11439397]
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-0.23871177]
[ 0.05931566 -0.03339257 -0.07935556 ..., 0.03777201 0.3041084
0.1981209 ]]
Progress: 9.3% ... Training loss: 0.303 ... Validation loss: 0.457[[ 0.35237492]
[-0.28404645]
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[ 0.41763502]
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[[ 0.0569736 -0.15269865 0.03952887 ..., -0.14175329 0.1726948
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[ 0.04210178 0.04553033 0.10779459 ..., -0.2449386 -0.0323956
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-0.2390644 ]
[ 0.05948567 -0.0335304 -0.07977471 ..., 0.03772288 0.30470844
0.19768797]]
Progress: 9.3% ... Training loss: 0.279 ... Validation loss: 0.463[[ 0.34303403]
[-0.29236572]
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[ 1.38227816]
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[[ 0.05623284 -0.1520629 0.04117475 ..., -0.14155381 0.17111459
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[ 0.04215498 0.04548766 0.1076556 ..., -0.24495251 -0.03223059
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-0.23865603]
[ 0.05928876 -0.03334036 -0.07926012 ..., 0.03777639 0.30452063
0.19811111]]
Progress: 9.4% ... Training loss: 0.281 ... Validation loss: 0.447[[ 0.34211177]
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[ 1.38209815]
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[[ 0.05580803 -0.15169705 0.04215381 ..., -0.14144482 0.17002116
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[ 0.042204 0.04544403 0.10754705 ..., -0.24496813 -0.03210604
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[ 0.05942607 -0.03345641 -0.07967987 ..., 0.03772117 0.30496951
0.19748958]]
Progress: 9.4% ... Training loss: 0.282 ... Validation loss: 0.447[[ 0.35675219]
[-0.27822664]
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[[ 0.05650115 -0.15225521 0.04066194 ..., -0.14165601 0.17175951
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[ 0.05993735 -0.03388659 -0.08089784 ..., 0.03757134 0.30617984
0.1961229 ]]
Progress: 9.4% ... Training loss: 0.293 ... Validation loss: 0.475[[ 0.3477099 ]
[-0.28681166]
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[[ 0.05679742 -0.15248076 0.04022491 ..., -0.14172422 0.17252334
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[ 0.04223035 0.04542543 0.1074813 ..., -0.24497292 -0.03206695
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[ 0.05954369 -0.03355047 -0.07997863 ..., 0.03767243 0.30544966
0.19715605]]
Progress: 9.4% ... Training loss: 0.277 ... Validation loss: 0.447[[ 0.35089986]
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[[ 0.05627517 -0.15203473 0.04151206 ..., -0.14158023 0.17116496
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[ 0.05976997 -0.03372606 -0.08047893 ..., 0.03761803 0.30606607
0.19671189]]
Progress: 9.4% ... Training loss: 0.279 ... Validation loss: 0.453[[ 0.34578528]
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[[ 0.05605557 -0.15186378 0.04204925 ..., -0.14151488 0.1708207 -0.198146 ]
[ 0.04199692 0.04560512 0.10797972 ..., -0.2449114 -0.03259296
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[ 0.05913475 -0.03318353 -0.07912617 ..., 0.03779405 0.3048167
0.19820937]]
Progress: 9.4% ... Training loss: 0.276 ... Validation loss: 0.448[[ 0.34562535]
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[[ 0.05656561 -0.15230639 0.0409025 ..., -0.14165865 0.17186307
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[ 0.04203074 0.04557401 0.10787825 ..., -0.24491929 -0.03250425
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[ 0.05919751 -0.03321701 -0.07926134 ..., 0.03778149 0.30492935
0.1980394 ]]
Progress: 9.4% ... Training loss: 0.277 ... Validation loss: 0.448[[ 0.33682806]
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[[ 0.05591401 -0.15170483 0.04251104 ..., -0.14146737 0.17034276
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[ 0.04215284 0.04547104 0.10760597 ..., -0.24495291 -0.03220844
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[ 0.05914298 -0.03315555 -0.07914706 ..., 0.03779531 0.30485005
0.19810942]]
Progress: 9.4% ... Training loss: 0.294 ... Validation loss: 0.458[[ 0.35024287]
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[ 1.38916287]
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[[ 0.05714038 -0.15277754 0.03976762 ..., -0.14184709 0.17350125
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[ 0.04225349 0.04538269 0.1073582 ..., -0.24498132 -0.03195517
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[-0.1936955 -0.18535987 -0.1169627 ..., 0.10510875 -0.07339118
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[ 0.05995287 -0.03385812 -0.08105663 ..., 0.03754646 0.30695338
0.19624031]]
Progress: 9.4% ... Training loss: 0.279 ... Validation loss: 0.458[[ 0.35936222]
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[[ 0.05792332 -0.15342063 0.03804528 ..., -0.14204362 0.17525566
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[ 0.04233061 0.04532518 0.10718861 ..., -0.24500072 -0.03177604
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[ 0.06051717 -0.034337 -0.08233404 ..., 0.03739209 0.3083819
0.19489676]]
Progress: 9.4% ... Training loss: 0.306 ... Validation loss: 0.490[[ 0.33971403]
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[[ 0.05686957 -0.15260552 0.04026208 ..., -0.14178778 0.1731628
-0.19988983]
[ 0.04192317 0.04563725 0.10792876 ..., -0.24490469 -0.03268901
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-0.23705387]
[ 0.05943298 -0.03346541 -0.0799854 ..., 0.03766239 0.3063471
0.19744434]]
Progress: 9.4% ... Training loss: 0.284 ... Validation loss: 0.450[[ 0.35754748]
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[ 1.40405791]
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[[ 0.05873789 -0.15424544 0.0360769 ..., -0.14234815 0.17740103
-0.20404512]
[ 0.04191189 0.04564702 0.10795328 ..., -0.2449015 -0.03271692
0.11470617]
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[ 0.05992578 -0.03391519 -0.08119438 ..., 0.03750359 0.3076695
0.19618313]]
Progress: 9.4% ... Training loss: 0.299 ... Validation loss: 0.473[[ 0.3392977 ]
[-0.29674382]
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[[ 0.05756904 -0.15331175 0.03856952 ..., -0.14206166 0.17471822
-0.20172535]
[ 0.04155249 0.04593397 0.10870047 ..., -0.24481364 -0.03349553
0.11525706]
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-0.23529255]
[ 0.0597576 -0.03376007 -0.08082396 ..., 0.03754884 0.30743336
0.19659284]]
Progress: 9.4% ... Training loss: 0.287 ... Validation loss: 0.449[[ 0.34514988]
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[ 1.39827821]
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[[ 0.05822095 -0.15387825 0.03704047 ..., -0.14224302 0.17640368
-0.2036058 ]
[ 0.04164865 0.04585845 0.10841478 ..., -0.24484449 -0.0332415
0.11506126]
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-0.2353819 ]
[ 0.06006559 -0.03401775 -0.08148729 ..., 0.03746397 0.30822832
0.19575802]]
Progress: 9.4% ... Training loss: 0.276 ... Validation loss: 0.441[[ 0.34889106]
[-0.28756652]
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[ 1.39995128]
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[[ 0.05803532 -0.15370901 0.03750167 ..., -0.14218055 0.17609047
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[ 0.04170945 0.04580751 0.10827695 ..., -0.24486151 -0.03309015
0.114956 ]
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-0.23640182]
[ 0.05974907 -0.03372874 -0.08077129 ..., 0.03756127 0.30768291
0.19659813]]
Progress: 9.4% ... Training loss: 0.277 ... Validation loss: 0.447[[ 0.33957648]
[-0.29592416]
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[ 1.39059877]
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[[ 0.05683788 -0.15269471 0.04031804 ..., -0.14184218 0.17341158
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[ 0.04182237 0.04571602 0.10802529 ..., -0.24489186 -0.03281799
0.11469869]
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-0.23592392]
[ 0.05940732 -0.03342498 -0.08001312 ..., 0.03765282 0.30721549
0.19731641]]
Progress: 9.5% ... Training loss: 0.287 ... Validation loss: 0.450[[ 0.35309886]
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[-0.78012436]
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[[ 0.0579983 -0.15366934 0.03779151 ..., -0.14218504 0.17591065
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[ 0.04199706 0.04556208 0.10762124 ..., -0.24494229 -0.0323873
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-0.23611183]
[ 0.05997009 -0.03393368 -0.08130797 ..., 0.03747585 0.30857557
0.1959624 ]]
Progress: 9.5% ... Training loss: 0.282 ... Validation loss: 0.457[[ 0.3435433 ]
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[[ 0.05772102 -0.15342689 0.03849652 ..., -0.14211385 0.17537113
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[ 0.0596892 -0.03368695 -0.08060749 ..., 0.03755105 0.30801409
0.19660234]]
Progress: 9.5% ... Training loss: 0.277 ... Validation loss: 0.442[[ 0.33708272]
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[[ 0.05738299 -0.15309687 0.03945727 ..., -0.1420136 0.17476307
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[ 0.04203879 0.0455278 0.10752259 ..., -0.24495101 -0.03228242
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[ 0.05909416 -0.03314483 -0.07925618 ..., 0.03773892 0.30696692
0.1980414 ]]
Progress: 9.5% ... Training loss: 0.288 ... Validation loss: 0.449[[ 0.35001506]
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[[ 0.05841677 -0.15401229 0.03714638 ..., -0.1423359 0.17734563
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[ 0.04197956 0.04557687 0.10767713 ..., -0.24493345 -0.03239707
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[ 0.05924899 -0.03325558 -0.07963382 ..., 0.03769914 0.3075596
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Progress: 9.5% ... Training loss: 0.278 ... Validation loss: 0.448[[ 0.34289532]
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[[ 0.05708896 -0.15291169 0.04002331 ..., -0.14198584 0.1743173
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[ 0.04195274 0.04559998 0.10773051 ..., -0.24492518 -0.03245904
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[ 0.05895576 -0.03299456 -0.07895461 ..., 0.03778776 0.30707091
0.1982341 ]]
Progress: 9.5% ... Training loss: 0.279 ... Validation loss: 0.442[[ 0.35392837]
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[[ 0.05797526 -0.15363497 0.03810524 ..., -0.14225055 0.17633816
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[ 0.04231574 0.04529045 0.10690123 ..., -0.24503285 -0.03158816
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[ 0.05932264 -0.03332512 -0.07982011 ..., 0.03767308 0.30801144
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Progress: 9.5% ... Training loss: 0.287 ... Validation loss: 0.452[[ 0.33372535]
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[[ 0.05585942 -0.15186806 0.04293503 ..., -0.14169124 0.17162842
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[ 0.0421779 0.04539713 0.10715892 ..., -0.24499521 -0.03192129
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[ 0.05902785 -0.03304698 -0.07913969 ..., 0.03776048 0.30756467
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Progress: 9.5% ... Training loss: 0.305 ... Validation loss: 0.466[[ 0.35196349]
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[[ 0.05730675 -0.1531646 0.03965292 ..., -0.14215871 0.17477614
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[ 0.04242691 0.0451803 0.1065735 ..., -0.2450732 -0.03129808
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[ 0.05857164 -0.03260463 -0.07809159 ..., 0.03791946 0.30660659
0.19917934]]
Progress: 9.5% ... Training loss: 0.282 ... Validation loss: 0.462[[ 0.33838729]
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[[ 0.0559181 -0.1519742 0.04275843 ..., -0.14178003 0.1714269
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[ 0.04251845 0.04511061 0.10637341 ..., -0.24509773 -0.03108203
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[ 0.05747627 -0.0316693 -0.07559639 ..., 0.03822051 0.30446302
0.201689 ]]
Progress: 9.5% ... Training loss: 0.284 ... Validation loss: 0.451[[ 0.3516663 ]
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[[ 0.05753931 -0.15334895 0.0392101 ..., -0.14226362 0.17530329
-0.20215778]
[ 0.0425152 0.04511317 0.10638718 ..., -0.24509471 -0.03110775
0.1130139 ]
[-0.06943153 0.03428342 0.05948427 ..., 0.16715104 -0.08899286
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[ 0.05770486 -0.03184007 -0.07613284 ..., 0.03815678 0.30503969
0.20110498]]
Progress: 9.5% ... Training loss: 0.287 ... Validation loss: 0.462[[ 0.33252784]
[-0.29981844]
[-0.78906589]
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[ 1.38730587]
[ 0.39743054]
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[[ 0.05591024 -0.15199137 0.04285197 ..., -0.14182677 0.17131576
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[ 0.04259582 0.04504714 0.10620925 ..., -0.24511574 -0.0309058
0.11279411]
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-0.23572453]
[ 0.05736692 -0.03153743 -0.07534642 ..., 0.03825858 0.30436636
0.20191997]]
Progress: 9.5% ... Training loss: 0.295 ... Validation loss: 0.461[[ 0.35215001]
[-0.2818684 ]
[-0.77316318]
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[ 1.39948155]
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[[ 0.05700344 -0.15297977 0.04029636 ..., -0.14217812 0.17398442
-0.20132976]
[ 0.04256286 0.04507822 0.10628513 ..., -0.24510542 -0.03097078
0.11287966]
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-0.23745832]
[ 0.0577514 -0.03187364 -0.07625288 ..., 0.03813207 0.30526148
0.20092822]]
Progress: 9.5% ... Training loss: 0.293 ... Validation loss: 0.470[[ 0.34724678]
[-0.28654699]
[-0.77885396]
[-0.80402928]
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[ 1.39627334]
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[[ 0.05643213 -0.15254403 0.04168576 ..., -0.14203116 0.17263457
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[ 0.04256286 0.04507822 0.10628513 ..., -0.24510542 -0.03097078
0.11287966]
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-0.23660808]
[ 0.05817985 -0.03223294 -0.0771969 ..., 0.03801504 0.30635184
0.19988714]]
Progress: 9.5% ... Training loss: 0.278 ... Validation loss: 0.455[[ 0.34246276]
[-0.29126619]
[-0.78081353]
[-0.80935867]
[-0.22131406]
[ 1.39836644]
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[[ 0.05655716 -0.15260932 0.04144956 ..., -0.14206287 0.17270704
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[ 0.04239396 0.0452205 0.10664325 ..., -0.24505851 -0.03135726
0.1131631 ]
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-0.23784116]
[ 0.05872926 -0.03268574 -0.07841738 ..., 0.03786723 0.30766916
0.19846623]]
Progress: 9.5% ... Training loss: 0.276 ... Validation loss: 0.447[[ 0.3355695 ]
[-0.29629599]
[-0.78578318]
[-0.81413517]
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[ 1.39505526]
[ 0.40353403]
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[[ 0.05524607 -0.15142068 0.04467346 ..., -0.14166144 0.16941503
-0.1975417 ]
[ 0.04238076 0.04523285 0.1066171 ..., -0.24505489 -0.03137924
0.11313848]
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-0.23900751]
[ 0.05832656 -0.03233057 -0.07757189 ..., 0.03798579 0.30683194
0.1992652 ]]
Progress: 9.6% ... Training loss: 0.281 ... Validation loss: 0.449[[ 0.33408545]
[-0.29730897]
[-0.78820699]
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[ 1.39163514]
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[[ 0.05495661 -0.15115407 0.04559011 ..., -0.14157626 0.1686836
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[ 0.04220581 0.04539682 0.10705083 ..., -0.24500638 -0.03180105
0.11358527]
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[-0.19148748 -0.18744551 -0.12239751 ..., 0.10428327 -0.06901971
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-0.23882277]
[ 0.05764435 -0.03170011 -0.07587905 ..., 0.0382008 0.30535766
0.20086403]]
Progress: 9.6% ... Training loss: 0.286 ... Validation loss: 0.454[[ 0.35301405]
[-0.28067616]
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[[ 0.05586639 -0.15196149 0.04342697 ..., -0.14186118 0.17119959
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[ 0.04225661 0.04535175 0.10693169 ..., -0.24502282 -0.03167671
0.11346932]
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0.42982474]
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-0.24026867]
[ 0.05864683 -0.03259035 -0.07824502 ..., 0.03788442 0.30793077
0.19837422]]
Progress: 9.6% ... Training loss: 0.300 ... Validation loss: 0.472[[ 0.33139686]
[-0.29957493]
[-0.78921349]
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[ 1.39272854]
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[[ 0.05371525 -0.15021568 0.04809398 ..., -0.14133917 0.16607457
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[ 0.0422213 0.04538067 0.10700454 ..., -0.24501543 -0.03177083
0.11354943]
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[-0.19142552 -0.18754657 -0.12252352 ..., 0.10423512 -0.06884466
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-0.23956741]
[ 0.05817268 -0.03221515 -0.07731986 ..., 0.03800145 0.306934
0.19944058]]
Progress: 9.6% ... Training loss: 0.295 ... Validation loss: 0.460[[ 0.35133562]
[-0.28231754]
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[[ 0.05478667 -0.15118541 0.0456582 ..., -0.14169432 0.16868222
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[ 0.04244089 0.0451785 0.10648184 ..., -0.24508692 -0.03120784
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[ 0.05850659 -0.03252296 -0.07809552 ..., 0.03789468 0.30777692
0.19863437]]
Progress: 9.6% ... Training loss: 0.288 ... Validation loss: 0.465[[ 0.34391992]
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[[ 0.05471657 -0.15114068 0.04592007 ..., -0.1416738 0.16845724
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[ 0.04256678 0.04507631 0.10620522 ..., -0.24511641 -0.03090308
0.11268448]
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-0.24032912]
[ 0.05823019 -0.03229428 -0.0775072 ..., 0.03797896 0.30729443
0.19926445]]
Progress: 9.6% ... Training loss: 0.275 ... Validation loss: 0.445[[ 0.34785713]
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[[ 0.05484148 -0.15126399 0.04570148 ..., -0.1417015 0.16876494
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[ 0.04275655 0.04490951 0.10575789 ..., -0.24516697 -0.03041425
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-0.24030606]
[ 0.0585406 -0.0325726 -0.07826486 ..., 0.0378929 0.30810273
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Progress: 9.6% ... Training loss: 0.279 ... Validation loss: 0.447[[ 0.34428335]
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[[ 0.05469714 -0.15113557 0.04603595 ..., -0.1416684 0.16855532
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[ 0.04268249 0.04497344 0.10591675 ..., -0.24514667 -0.03055872
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[ 0.05815424 -0.03222832 -0.07743139 ..., 0.03800402 0.30734747
0.19926241]]
Progress: 9.6% ... Training loss: 0.275 ... Validation loss: 0.443[[ 0.33941227]
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[[ 0.05454959 -0.15100268 0.04646473 ..., -0.14162911 0.16808161
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[ 0.04268249 0.04497344 0.10591675 ..., -0.24514667 -0.03055872
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[ 0.05822863 -0.03227434 -0.0775448 ..., 0.03799025 0.30759076
0.19892946]]
Progress: 9.6% ... Training loss: 0.278 ... Validation loss: 0.446[[ 0.34453957]
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[[ 0.05495626 -0.15131934 0.04566369 ..., -0.14174554 0.16866776
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[ 0.04279382 0.04487769 0.10565947 ..., -0.24517972 -0.03027925
0.11211416]
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[-0.1913773 -0.1876171 -0.1225294 ..., 0.10420529 -0.06893661
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[ 0.05810691 -0.03213463 -0.07721054 ..., 0.03803898 0.30752323
0.19921323]]
Progress: 9.6% ... Training loss: 0.276 ... Validation loss: 0.447[[ 0.3463798 ]
[-0.28587886]
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[ 1.40560707]
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[[ 0.05555208 -0.15180023 0.04437741 ..., -0.14191478 0.17014703
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[ 0.04257958 0.04506574 0.10617371 ..., -0.24512542 -0.03078785
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[ 0.05781926 -0.03187263 -0.07655271 ..., 0.03812164 0.30709514
0.19987988]]
Progress: 9.6% ... Training loss: 0.277 ... Validation loss: 0.450[[ 0.34546451]
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[ 1.40249542]
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[[ 0.05583034 -0.15199738 0.04393931 ..., -0.14197626 0.17077813
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[ 0.04260464 0.04504833 0.10611151 ..., -0.24513327 -0.03071554
0.11258676]
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[ 0.05818407 -0.03217691 -0.07737156 ..., 0.03802538 0.30801399
0.19902485]]
Progress: 9.6% ... Training loss: 0.275 ... Validation loss: 0.451[[ 0.33569785]
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[[ 0.05589368 -0.15203892 0.04390394 ..., -0.14200159 0.17082992
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[ 0.04250513 0.04513337 0.10630659 ..., -0.24510681 -0.0309271
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-0.23942303]
[ 0.05825606 -0.03223358 -0.07754614 ..., 0.03800961 0.30818582
0.19886367]]
Progress: 9.6% ... Training loss: 0.284 ... Validation loss: 0.450[[ 0.34658718]
[-0.2860287 ]
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[[ 0.05728628 -0.15326683 0.0407123 ..., -0.14242795 0.17399636
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[ 0.04248349 0.04515274 0.10635774 ..., -0.24510023 -0.03098184
0.11289273]
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-0.23989356]
[ 0.05866784 -0.03260928 -0.07853644 ..., 0.03787889 0.30917828
0.19791478]]
Progress: 9.6% ... Training loss: 0.278 ... Validation loss: 0.451[[ 0.34115097]
[-0.29039293]
[-0.78520941]
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[[ 0.05695341 -0.15297329 0.04153008 ..., -0.14233517 0.17321314
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[ 0.04255662 0.04509241 0.10619294 ..., -0.2451202 -0.03079878
0.11272007]
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-0.23962645]
[ 0.05869952 -0.03262092 -0.07855696 ..., 0.03787708 0.30937811
0.19782079]]
Progress: 9.6% ... Training loss: 0.274 ... Validation loss: 0.444[[ 0.34992969]
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[[ 0.05752995 -0.1534013 0.04026229 ..., -0.14248014 0.17452206
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[ 0.0425714 0.04508784 0.10617276 ..., -0.24512238 -0.03070345
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-0.24145146]
[ 0.05836974 -0.03232084 -0.07780834 ..., 0.03797408 0.30871054
0.19861129]]
Progress: 9.7% ... Training loss: 0.290 ... Validation loss: 0.462[[ 0.34350576]
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[ 0.04254961 0.0451091 0.10620019 ..., -0.24511567 -0.03075659
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[ 0.05820942 -0.03218031 -0.07742804 ..., 0.03801842 0.30847681
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Progress: 9.7% ... Training loss: 0.275 ... Validation loss: 0.448[[ 0.33295865]
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[[ 0.05602875 -0.15211267 0.04374928 ..., -0.14204364 0.17066875
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[ 0.04273531 0.0449538 0.10577788 ..., -0.24516625 -0.03029111
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[ 0.05785918 -0.0318517 -0.07667433 ..., 0.03813621 0.30773806
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Progress: 9.7% ... Training loss: 0.287 ... Validation loss: 0.451[[ 0.35426251]
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[[ 0.05767876 -0.15353508 0.03996264 ..., -0.14255614 0.17456112
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[ 0.04269631 0.04498895 0.10586883 ..., -0.2451534 -0.0303864
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[ 0.05879148 -0.03270341 -0.07883281 ..., 0.03783197 0.31005786
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Progress: 9.7% ... Training loss: 0.307 ... Validation loss: 0.481[[ 0.32634224]
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[[ 0.05509756 -0.15144417 0.04557664 ..., -0.141905 0.16852744
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[ 0.04245244 0.04518146 0.10639575 ..., -0.24509298 -0.03099887
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[ 0.0577255 -0.03182437 -0.07657071 ..., 0.03810289 0.30777829
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Progress: 9.7% ... Training loss: 0.310 ... Validation loss: 0.471[[ 0.34206204]
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[ 0.04264848 0.04500231 0.10591179 ..., -0.2451567 -0.03057148
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[ 0.05805803 -0.03212018 -0.07735141 ..., 0.037988 0.30878421
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Progress: 9.7% ... Training loss: 0.275 ... Validation loss: 0.448[[ 0.33177057]
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[ 0.04269058 0.04496712 0.10581638 ..., -0.24516772 -0.03046773
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[ 0.05695341 -0.03114326 -0.07485669 ..., 0.03831961 0.306416
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Progress: 9.7% ... Training loss: 0.287 ... Validation loss: 0.453[[ 0.34624667]
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[[ 0.05566258 -0.15206687 0.04421512 ..., -0.14215576 0.17028714
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[ 0.04314339 0.04456351 0.10474594 ..., -0.24530663 -0.02928779
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[ 0.05702927 -0.0312155 -0.07504579 ..., 0.03829885 0.30664645
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Progress: 9.7% ... Training loss: 0.281 ... Validation loss: 0.455[[ 0.33451212]
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[ 0.0432751 0.04445629 0.10445616 ..., -0.24534325 -0.02894636
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[ 0.05663391 -0.03087468 -0.0741689 ..., 0.03841791 0.30573127
0.2021059 ]]
Progress: 9.7% ... Training loss: 0.282 ... Validation loss: 0.452[[ 0.34832227]
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[ 0.05699506 -0.03117324 -0.07500525 ..., 0.03831344 0.30675696
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Progress: 9.7% ... Training loss: 0.287 ... Validation loss: 0.464[[ 0.33137779]
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[[ 0.05489098 -0.15140899 0.0460115 ..., -0.14196535 0.1685788
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[ 0.0432752 0.04445802 0.10437692 ..., -0.24534293 -0.02901078
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[ 0.05667809 -0.03089727 -0.07429115 ..., 0.03840291 0.30617861
0.20191901]]
Progress: 9.7% ... Training loss: 0.285 ... Validation loss: 0.451[[ 0.34625225]
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[ 0.05688049 -0.03107612 -0.0747621 ..., 0.03833871 0.30680589
0.20144637]]
Progress: 9.7% ... Training loss: 0.287 ... Validation loss: 0.457[[ 0.33879273]
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[ 0.04301813 0.04468541 0.10494959 ..., -0.24527016 -0.02960818
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[ 0.05745283 -0.03154585 -0.07607045 ..., 0.03819051 0.30823893
0.2001124 ]]
Progress: 9.7% ... Training loss: 0.274 ... Validation loss: 0.442[[ 0.34034563]
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[ 0.04295541 0.04475099 0.10513269 ..., -0.24525621 -0.02973122
0.11156047]
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[ 0.05780715 -0.03185622 -0.07687244 ..., 0.0380916 0.30912225
0.19927061]]
Progress: 9.7% ... Training loss: 0.275 ... Validation loss: 0.441[[ 0.33196834]
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[ 0.04273407 0.04494323 0.10561627 ..., -0.24519817 -0.03028417
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[ 0.05704239 -0.03117747 -0.07520339 ..., 0.03831216 0.30747542
0.20100581]]
Progress: 9.7% ... Training loss: 0.282 ... Validation loss: 0.449[[ 0.34619283]
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[ 0.04288516 0.04480891 0.10526158 ..., -0.24524473 -0.02989746
0.1117762 ]
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[ 0.05762448 -0.03171451 -0.07657876 ..., 0.03812865 0.30916806
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Progress: 9.8% ... Training loss: 0.282 ... Validation loss: 0.447[[ 0.32913578]
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[ 0.04273156 0.04493734 0.10558684 ..., -0.24520308 -0.03017453
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[ 0.05670301 -0.03092949 -0.07447966 ..., 0.03838146 0.3071579
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Progress: 9.8% ... Training loss: 0.294 ... Validation loss: 0.461[[ 0.34448887]
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[ 0.05667462 -0.03089241 -0.0744321 ..., 0.03838769 0.30717072
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Progress: 9.8% ... Training loss: 0.278 ... Validation loss: 0.446[[ 0.33975528]
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[ 0.04300316 0.04470706 0.10491899 ..., -0.2452837 -0.02949053
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[ 0.05667824 -0.03085624 -0.07447295 ..., 0.03838684 0.30750097
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Progress: 9.8% ... Training loss: 0.275 ... Validation loss: 0.441[[ 0.33437223]
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[ 0.042969 0.04473898 0.1050023 ..., -0.24527407 -0.02953758
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[ 0.05679059 -0.03092112 -0.07481724 ..., 0.03836509 0.30812946
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Progress: 9.8% ... Training loss: 0.277 ... Validation loss: 0.442[[ 0.33628027]
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[ 0.05667381 -0.03081917 -0.07446153 ..., 0.03839311 0.30801806
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Progress: 9.8% ... Training loss: 0.276 ... Validation loss: 0.440[[ 0.34150957]
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[ 0.0569037 -0.0310151 -0.07497318 ..., 0.03832465 0.30867906
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Progress: 9.8% ... Training loss: 0.278 ... Validation loss: 0.439[[ 0.33027215]
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[ 0.04315567 0.04459054 0.10455653 ..., -0.24532586 -0.02904203
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[ 0.05648646 -0.03065594 -0.07402468 ..., 0.03843868 0.30784946
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Progress: 9.8% ... Training loss: 0.286 ... Validation loss: 0.454[[ 0.34097683]
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[ 0.05694141 -0.03107584 -0.07509373 ..., 0.03829361 0.30888749
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Progress: 9.8% ... Training loss: 0.276 ... Validation loss: 0.443[[ 0.33944386]
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[ 0.04324493 0.04450962 0.10433984 ..., -0.24535074 -0.02882009
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[ 0.05683839 -0.03098035 -0.0748843 ..., 0.03831785 0.30877235
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Progress: 9.8% ... Training loss: 0.275 ... Validation loss: 0.442[[ 0.34418014]
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[ 0.04336222 0.0444158 0.10407731 ..., -0.2453832 -0.02852464
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[ 0.05705006 -0.03113347 -0.07533038 ..., 0.03827086 0.3093945
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Progress: 9.8% ... Training loss: 0.282 ... Validation loss: 0.444[[ 0.32359102]
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[[ 0.05294121 -0.14976473 0.0517046 ..., -0.1415581 0.16410522
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[ 0.04320483 0.04454857 0.10440724 ..., -0.24533971 -0.02891656
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[ 0.05657188 -0.03072542 -0.07430406 ..., 0.03839718 0.30837788
0.20126346]]
Progress: 9.8% ... Training loss: 0.303 ... Validation loss: 0.479[[ 0.34314995]
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[[ 0.0538874 -0.15068644 0.04945635 ..., -0.14186869 0.16644501
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[ 0.04335421 0.04440871 0.10404649 ..., -0.24539016 -0.02852112
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[ 0.05744364 -0.03155656 -0.07646536 ..., 0.03811307 0.31048589
0.19898301]]
Progress: 9.8% ... Training loss: 0.280 ... Validation loss: 0.442[[ 0.34157729]
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[[ 0.05408837 -0.15086165 0.04902966 ..., -0.14190607 0.16689372
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[ 0.04358595 0.0442166 0.10350618 ..., -0.24544622 -0.027954
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[ 0.05758811 -0.03168038 -0.07681214 ..., 0.03806572 0.31118297
0.19850609]]
Progress: 9.8% ... Training loss: 0.279 ... Validation loss: 0.439[[ 0.3426166 ]
[-0.28325694]
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[[ 0.05531377 -0.15193392 0.04627606 ..., -0.14223528 0.16984733
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[ 0.0435047 0.04428359 0.10369124 ..., -0.24542408 -0.02816128
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[ 0.05804508 -0.03206183 -0.07782497 ..., 0.03795595 0.31234638
0.19745433]]
Progress: 9.8% ... Training loss: 0.279 ... Validation loss: 0.439[[ 0.33146631]
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[[ 0.05436322 -0.15113751 0.04853146 ..., -0.1419813 0.16750854
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[ 0.04301512 0.04470211 0.104846 ..., -0.24529796 -0.0293164
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-0.24015552]
[ 0.05817027 -0.03216 -0.07818382 ..., 0.0379253 0.31277793
0.19716556]]
Progress: 9.9% ... Training loss: 0.282 ... Validation loss: 0.451[[ 0.33758043]
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[[ 0.05399512 -0.15082357 0.04950059 ..., -0.14186567 0.16685942
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[ 0.04277442 0.0449169 0.10540428 ..., -0.24523179 -0.02976529
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-0.24047091]
[ 0.05834054 -0.03230098 -0.07854464 ..., 0.0378837 0.31325368
0.19668689]]
Progress: 9.9% ... Training loss: 0.275 ... Validation loss: 0.444[[ 0.34225145]
[-0.28424568]
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[[ 0.05479355 -0.15153435 0.04768978 ..., -0.14208942 0.16864523
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[ 0.04271725 0.04496545 0.10553529 ..., -0.24521336 -0.02991335
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[ 0.0586683 -0.03259686 -0.07929838 ..., 0.03778253 0.31405872
0.1958309 ]]
Progress: 9.9% ... Training loss: 0.275 ... Validation loss: 0.443[[ 0.33772854]
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[ 0.04240257 0.04523756 0.10625083 ..., -0.24513193 -0.03068176
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[ 0.05811801 -0.03205766 -0.07804296 ..., 0.03796321 0.31307238
0.19690086]]
Progress: 9.9% ... Training loss: 0.274 ... Validation loss: 0.443[[ 0.33661972]
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[[ 0.05401167 -0.15084444 0.04964332 ..., -0.14187045 0.16682345
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[ 0.04264651 0.04502368 0.10569088 ..., -0.2452025 -0.03003121
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[ 0.05830902 -0.03222447 -0.07847322 ..., 0.03791204 0.31354511
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Progress: 9.9% ... Training loss: 0.277 ... Validation loss: 0.446[[ 0.33807489]
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[[ 0.0546622 -0.15138905 0.04819693 ..., -0.14205452 0.16853127
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[ 0.04258295 0.04507925 0.10581145 ..., -0.24518332 -0.03019443
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[ 0.05918332 -0.03299356 -0.08058116 ..., 0.03764654 0.31578794
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Progress: 9.9% ... Training loss: 0.274 ... Validation loss: 0.442[[ 0.33468483]
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[[ 0.05496972 -0.15164762 0.04760589 ..., -0.14213799 0.16928727
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[ 0.04274595 0.04493446 0.10545938 ..., -0.24523098 -0.0297676
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[ 0.0589425 -0.03275886 -0.08013355 ..., 0.03772739 0.31531794
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Progress: 9.9% ... Training loss: 0.278 ... Validation loss: 0.446[[ 0.34742002]
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[[ 0.05609503 -0.15268645 0.04514582 ..., -0.14248708 0.17190813
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[ 0.05986485 -0.03356613 -0.0822423 ..., 0.03745729 0.31761534
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Progress: 9.9% ... Training loss: 0.282 ... Validation loss: 0.454[[ 0.33084022]
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[ 0.05961537 -0.0333615 -0.08169583 ..., 0.03752198 0.31710528
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Progress: 9.9% ... Training loss: 0.287 ... Validation loss: 0.453[[ 0.34033421]
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[[ 0.0557898 -0.15248237 0.04600958 ..., -0.14242921 0.17114709
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[ 0.04297064 0.04473041 0.10499828 ..., -0.24530417 -0.02902983
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[ 0.05995742 -0.03368488 -0.08250329 ..., 0.03741672 0.31796062
0.19220369]]
Progress: 9.9% ... Training loss: 0.274 ... Validation loss: 0.440[[ 0.35283216]
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[[ 0.05711108 -0.15364283 0.0429272 ..., -0.14279723 0.17426841
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[ 0.04316177 0.04456872 0.10456139 ..., -0.24535363 -0.0286193
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[ 0.06020496 -0.03389907 -0.08313089 ..., 0.03734608 0.3186365
0.19163846]]
Progress: 9.9% ... Training loss: 0.301 ... Validation loss: 0.461[[ 0.33449264]
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-0.20048919]
[ 0.04283634 0.04482357 0.10522373 ..., -0.24527425 -0.02941485
0.11206655]
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-0.23987321]
[ 0.05978987 -0.03354762 -0.08230372 ..., 0.0374515 0.31790843
0.19241486]]
Progress: 9.9% ... Training loss: 0.281 ... Validation loss: 0.447[[ 0.33857352]
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[ 1.41964501]
[ 0.40590107]
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[[ 0.05624349 -0.15300106 0.04483692 ..., -0.14257824 0.17236881
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[ 0.0426977 0.04494544 0.10554751 ..., -0.24523274 -0.02964923
0.11243153]
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-0.23924418]
[ 0.05988303 -0.03364628 -0.08260139 ..., 0.0374189 0.31826405
0.19220365]]
Progress: 9.9% ... Training loss: 0.275 ... Validation loss: 0.441[[ 0.34085071]
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[ 1.42576761]
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[[ 0.0567325 -0.15338395 0.04377189 ..., -0.14269347 0.17365234
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[ 0.04261302 0.04502405 0.10574237 ..., -0.24520627 -0.02982851
0.11245184]
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-0.23975705]
[ 0.05958241 -0.03336333 -0.08199715 ..., 0.0375151 0.31777954
0.19292621]]
Progress: 9.9% ... Training loss: 0.274 ... Validation loss: 0.438[[ 0.33630652]
[-0.29315424]
[-0.78620845]
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[ 1.42475113]
[ 0.40655967]
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[[ 0.05576572 -0.1525493 0.04605634 ..., -0.14242441 0.17117522
-0.19945638]
[ 0.04275059 0.04490792 0.10542985 ..., -0.24524207 -0.02949964
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-0.23958721]
[ 0.05929242 -0.03310588 -0.08138531 ..., 0.03759256 0.31728677
0.19350188]]
Progress: 9.9% ... Training loss: 0.278 ... Validation loss: 0.441[[ 0.34714852]
[-0.28371271]
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[ 1.43167388]
[ 0.41674832]
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[[ 0.05658914 -0.15326931 0.04420073 ..., -0.14265972 0.17296289
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[ 0.04283096 0.04483729 0.10524245 ..., -0.24526493 -0.02928762
0.11196055]
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0.44814278]
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-0.24021275]
[ 0.05982163 -0.03357725 -0.08262931 ..., 0.03743745 0.3186335
0.19217239]]
Progress: 10.0% ... Training loss: 0.282 ... Validation loss: 0.444[[ 0.34511348]
[-0.28613843]
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[ 1.4309071 ]
[ 0.41456494]
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[[ 0.05674684 -0.15338917 0.04402448 ..., -0.14269867 0.17304331
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[ 0.04281513 0.04484983 0.10527926 ..., -0.24526069 -0.02932905
0.11199857]
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-0.23996246]
[ 0.05999615 -0.03371907 -0.08301404 ..., 0.03739302 0.31903934
0.19182806]]
Progress: 10.0% ... Training loss: 0.277 ... Validation loss: 0.441[[ 0.33994042]
[-0.29044038]
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[ 1.42435752]
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[[ 0.05548401 -0.15230003 0.04689532 ..., -0.14236585 0.17016128
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[ 0.04282942 0.04483748 0.10524794 ..., -0.24526457 -0.02929311
0.11197298]
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[ 0.05973433 -0.03347671 -0.0823373 ..., 0.03746921 0.31869019
0.1924622 ]]
Progress: 10.0% ... Training loss: 0.275 ... Validation loss: 0.440[[ 0.34217473]
[-0.28926882]
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[ 1.42256112]
[ 0.41186 ]
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[[ 0.05591646 -0.15268482 0.04609721 ..., -0.14248326 0.17094644
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[ 0.04282597 0.04484063 0.10524617 ..., -0.24526241 -0.02931026
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-0.2399272 ]
[ 0.05957964 -0.03333122 -0.08194294 ..., 0.0375167 0.31850407
0.19295503]]
Progress: 10.0% ... Training loss: 0.276 ... Validation loss: 0.444[[ 0.34130482]
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[ 1.42696556]
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[[ 0.05627367 -0.15303246 0.04519235 ..., -0.14260296 0.17196955
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[ 0.04285791 0.04481372 0.10517313 ..., -0.24527126 -0.0292299
0.11190956]
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[ 0.05887815 -0.03269965 -0.08035806 ..., 0.03772429 0.3171158
0.19470218]]
Progress: 10.0% ... Training loss: 0.275 ... Validation loss: 0.440[[ 0.34725871]
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[[ 0.05762741 -0.15416409 0.0422486 ..., -0.14297125 0.1750519
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[ 0.04287986 0.04479549 0.10512255 ..., -0.24527733 -0.02917644
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[ 0.05954579 -0.03326941 -0.08187047 ..., 0.03754402 0.3189716
0.19330505]]
Progress: 10.0% ... Training loss: 0.283 ... Validation loss: 0.451[[ 0.33745166]
[-0.29361258]
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[ 1.42444419]
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[[ 0.05690541 -0.15357081 0.04399308 ..., -0.14278708 0.17294433
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[ 0.04275993 0.04489719 0.10535778 ..., -0.24524558 -0.02947596
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[ 0.05971894 -0.03339174 -0.08216579 ..., 0.03750135 0.31935762
0.19279344]]
Progress: 10.0% ... Training loss: 0.277 ... Validation loss: 0.441[[ 0.33134104]
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[[ 0.05554964 -0.15234789 0.04730765 ..., -0.14238762 0.17000233
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[ 0.04282838 0.04484 0.10520918 ..., -0.24526475 -0.02930813
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[-0.19192019 -0.18747284 -0.12099813 ..., 0.10414179 -0.07196048
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[ 0.05894698 -0.03267897 -0.08029637 ..., 0.03774047 0.31784722
0.19461838]]
Progress: 10.0% ... Training loss: 0.292 ... Validation loss: 0.452[[ 0.33778091]
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[[ 0.05667313 -0.15335375 0.04469963 ..., -0.14274843 0.17328826
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[ 0.04309969 0.04459071 0.10457534 ..., -0.24535123 -0.02857806
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[ 0.05888759 -0.03260377 -0.08037572 ..., 0.03775472 0.31801673
0.19463164]]
Progress: 10.0% ... Training loss: 0.275 ... Validation loss: 0.438[[ 0.33827737]
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[[ 0.05661559 -0.15329016 0.04482836 ..., -0.14273591 0.17308832
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[ 0.04317954 0.04452159 0.1044044 ..., -0.2453737 -0.02837021
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[ 0.0592296 -0.03288924 -0.08117597 ..., 0.03766112 0.31877884
0.19367902]]
Progress: 10.0% ... Training loss: 0.275 ... Validation loss: 0.439[[ 0.3379059 ]
[-0.29129154]
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[[ 0.05628069 -0.15294876 0.04574324 ..., -0.1426172 0.17210955
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[ 0.04299009 0.04468101 0.10480566 ..., -0.24531838 -0.02884364
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[ 0.05943799 -0.03306256 -0.08160409 ..., 0.03760488 0.31932349
0.19308355]]
Progress: 10.0% ... Training loss: 0.275 ... Validation loss: 0.441[[ 0.33677234]
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[[ 0.05586294 -0.15259053 0.04677976 ..., -0.14251308 0.17122482
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[ 0.04270566 0.0449292 0.10546825 ..., -0.24524044 -0.02938856
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[ 0.05959763 -0.03320235 -0.08196441 ..., 0.03756023 0.31975458
0.19282072]]
Progress: 10.0% ... Training loss: 0.276 ... Validation loss: 0.442[[ 0.34773324]
[-0.28372926]
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[[ 0.05652517 -0.15317304 0.04537489 ..., -0.14271891 0.17309294
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[ 0.04261459 0.04500705 0.10567362 ..., -0.24521433 -0.02959573
0.11244828]
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[ 0.05988522 -0.03345213 -0.08271605 ..., 0.03747939 0.32055454
0.19195843]]
Progress: 10.0% ... Training loss: 0.283 ... Validation loss: 0.456[[ 0.33671031]
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[[ 0.05629849 -0.15299767 0.04587123 ..., -0.14266379 0.17259329
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[ 0.04290442 0.04476739 0.10503974 ..., -0.24528641 -0.02886405
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[ 0.05965871 -0.0332408 -0.08226156 ..., 0.03754483 0.32008362
0.19236507]]
Progress: 10.0% ... Training loss: 0.275 ... Validation loss: 0.442[[ 0.33444315]
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[[ 0.05600455 -0.15271379 0.04669979 ..., -0.14255878 0.17170868
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[ 0.04285746 0.04480738 0.10514216 ..., -0.24527266 -0.02894642
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[ 0.05904285 -0.03265501 -0.08073478 ..., 0.03772992 0.3187217
0.19393282]]
Progress: 10.0% ... Training loss: 0.279 ... Validation loss: 0.447[[ 0.33910602]
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[[ 0.05589733 -0.15259711 0.04701242 ..., -0.14251695 0.17160605
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[ 0.04285198 0.04481222 0.10515424 ..., -0.24527102 -0.02895931
0.11187666]
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-0.24137408]
[ 0.05936888 -0.03294398 -0.08151809 ..., 0.03764069 0.31969665
0.19323065]]
Progress: 10.1% ... Training loss: 0.274 ... Validation loss: 0.441[[ 0.33892006]
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[[ 0.05562804 -0.15236103 0.04768414 ..., -0.14244344 0.17080685
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[ 0.04271516 0.04494877 0.10551787 ..., -0.24523628 -0.02929767
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[ 0.05936066 -0.0329385 -0.08148548 ..., 0.03764188 0.31964304
0.19320998]]
Progress: 10.1% ... Training loss: 0.275 ... Validation loss: 0.443[[ 0.33848627]
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[ 0.04271713 0.04494761 0.10551366 ..., -0.24523682 -0.02929232
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[ 0.05939945 -0.0329663 -0.08164343 ..., 0.03763332 0.31981442
0.19307206]]
Progress: 10.1% ... Training loss: 0.278 ... Validation loss: 0.446[[ 0.34524703]
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[ 0.04277021 0.04490151 0.10538936 ..., -0.24525162 -0.02915915
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[ 0.06017562 -0.03362838 -0.08338829 ..., 0.03741105 0.32183166
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Progress: 10.1% ... Training loss: 0.276 ... Validation loss: 0.448[[ 0.33740369]
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[ 0.06011168 -0.03357505 -0.08327171 ..., 0.03743784 0.32194744
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Progress: 10.1% ... Training loss: 0.278 ... Validation loss: 0.444[[ 0.34449019]
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[ 0.06026548 -0.03369006 -0.08363339 ..., 0.03739923 0.32243425
0.190943 ]]
Progress: 10.1% ... Training loss: 0.274 ... Validation loss: 0.443[[ 0.34286494]
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[ 0.04307523 0.04464589 0.10468223 ..., -0.24532898 -0.02839965
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[ 0.06016327 -0.03358756 -0.08326112 ..., 0.03742662 0.32231897
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Progress: 10.1% ... Training loss: 0.273 ... Validation loss: 0.441[[ 0.34552662]
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[ 0.04313647 0.04459359 0.10454008 ..., -0.24534756 -0.02812415
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[ 0.05971571 -0.03316075 -0.08226174 ..., 0.03756032 0.32154459
0.1922639 ]]
Progress: 10.1% ... Training loss: 0.275 ... Validation loss: 0.444[[ 0.35435818]
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[[ 0.05752511 -0.15393767 0.04360319 ..., -0.14292998 0.17550083
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[ 0.04325124 0.04449427 0.10428634 ..., -0.24537879 -0.02782325
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[ 0.06025989 -0.03362777 -0.08352478 ..., 0.03742022 0.32302122
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Progress: 10.1% ... Training loss: 0.292 ... Validation loss: 0.466[[ 0.33531341]
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[ 0.04321879 0.04451961 0.10435118 ..., -0.245371 -0.02790343
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[ 0.05942065 -0.03293162 -0.08166891 ..., 0.03763062 0.32113314
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Progress: 10.1% ... Training loss: 0.286 ... Validation loss: 0.445[[ 0.34628113]
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[ 0.04345231 0.04431032 0.10379795 ..., -0.24544215 -0.02730013
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[ 0.05997257 -0.03341201 -0.08289961 ..., 0.03747331 0.3224771
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Progress: 10.1% ... Training loss: 0.275 ... Validation loss: 0.448[[ 0.34587782]
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[ 0.06013406 -0.03352721 -0.08325679 ..., 0.03743874 0.32285636
0.19118002]]
Progress: 10.1% ... Training loss: 0.274 ... Validation loss: 0.445[[ 0.33345353]
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[[ 0.05565574 -0.15234111 0.04800363 ..., -0.14246352 0.17116169
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[ 0.05973032 -0.03318844 -0.08234484 ..., 0.03754126 0.32213905
0.19205845]]
Progress: 10.1% ... Training loss: 0.289 ... Validation loss: 0.452[[ 0.34985299]
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[[ 0.05690472 -0.15352145 0.0449525 ..., -0.14285633 0.17415499
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[ 0.06028938 -0.03367749 -0.08366404 ..., 0.03737871 0.32357977
0.19061876]]
Progress: 10.1% ... Training loss: 0.281 ... Validation loss: 0.456[[ 0.34982422]
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[[ 0.05725821 -0.15379747 0.04424621 ..., -0.14296091 0.17491582
-0.20188308]
[ 0.04353679 0.04421927 0.10359874 ..., -0.2454694 -0.02705725
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[ 0.0603176 -0.03368957 -0.08373439 ..., 0.03736639 0.32379713
0.19054264]]
Progress: 10.1% ... Training loss: 0.280 ... Validation loss: 0.457[[ 0.34095105]
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[ 0.40384347]
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[[ 0.05636785 -0.15304278 0.04624525 ..., -0.14274677 0.1728472
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[ 0.04335226 0.04437221 0.10398265 ..., -0.24542263 -0.02747641
0.11103608]
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[ 0.06007363 -0.03345425 -0.08321272 ..., 0.03743512 0.32344674
0.19118295]]
Progress: 10.2% ... Training loss: 0.273 ... Validation loss: 0.441[[ 0.35527662]
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[ 0.41688917]
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[[ 0.0573861 -0.15392938 0.04386312 ..., -0.14304492 0.17545896
-0.2023434 ]
[ 0.04358088 0.04418378 0.10343758 ..., -0.24548218 -0.02687008
0.11034922]
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[ 0.06061225 -0.03392165 -0.08444392 ..., 0.03728643 0.32479421
0.18991744]]
Progress: 10.2% ... Training loss: 0.295 ... Validation loss: 0.473[[ 0.34134787]
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[ 0.06060791 -0.03388898 -0.08449773 ..., 0.03729395 0.32509515
0.18976185]]
Progress: 10.2% ... Training loss: 0.274 ... Validation loss: 0.439[[ 0.33203135]
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[ 1.42219833]
[ 0.39600299]
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0.18982546]]
Progress: 10.2% ... Training loss: 0.299 ... Validation loss: 0.457[[ 0.34301963]
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[ 0.06070347 -0.03395444 -0.08472825 ..., 0.03727246 0.32539356
0.1894755 ]]
Progress: 10.2% ... Training loss: 0.273 ... Validation loss: 0.443[[ 0.34398035]
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[ 0.06053572 -0.0337988 -0.08432229 ..., 0.03731333 0.32507277
0.18981453]]
Progress: 10.2% ... Training loss: 0.273 ... Validation loss: 0.446[[ 0.34646493]
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[[ 0.05591642 -0.15268375 0.04751947 ..., -0.14267794 0.17183599
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[ 0.04313019 0.04454301 0.10440251 ..., -0.2453752 -0.02792058
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[ 0.06043108 -0.03370762 -0.08406848 ..., 0.03734956 0.32502046
0.19000019]]
Progress: 10.2% ... Training loss: 0.273 ... Validation loss: 0.448[[ 0.338846 ]
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[[ 0.05587791 -0.15265827 0.04753872 ..., -0.14267435 0.17177185
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0.1913089 ]]
Progress: 10.2% ... Training loss: 0.276 ... Validation loss: 0.444[[ 0.33812368]
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[[ 0.05620238 -0.15295206 0.04681772 ..., -0.14277639 0.17273651
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[ 0.04299412 0.04465274 0.10462364 ..., -0.24535412 -0.02797268
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[ 0.0592562 -0.03264185 -0.08146436 ..., 0.03768762 0.32264458
0.19283904]]
Progress: 10.2% ... Training loss: 0.278 ... Validation loss: 0.446[[ 0.341287 ]
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[[ 0.05579468 -0.15258543 0.04778256 ..., -0.14265575 0.17176681
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[ 0.04291254 0.04472656 0.10480436 ..., -0.2453315 -0.02815836
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[ 0.0595309 -0.03289941 -0.08211603 ..., 0.03760819 0.3233569
0.19214148]]
Progress: 10.2% ... Training loss: 0.274 ... Validation loss: 0.443[[ 0.34962794]
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[[ 0.05665062 -0.15334114 0.04582487 ..., -0.14290044 0.17394548
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[ 0.04311186 0.04454041 0.10433307 ..., -0.24538955 -0.02762765
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[ 0.05963377 -0.03296858 -0.08235785 ..., 0.037588 0.32365576
0.19194246]]
Progress: 10.2% ... Training loss: 0.277 ... Validation loss: 0.447[[ 0.33046703]
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[[ 0.05512563 -0.15198956 0.04927726 ..., -0.14250637 0.17040677
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[ 0.05889083 -0.03230015 -0.08076552 ..., 0.03778413 0.32195626
0.19340276]]
Progress: 10.2% ... Training loss: 0.304 ... Validation loss: 0.471[[ 0.34489295]
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[[ 0.05556758 -0.15242046 0.04828579 ..., -0.14264292 0.17151617
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[ 0.04292779 0.04470176 0.10463687 ..., -0.24533761 -0.02801001
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[ 0.0592927 -0.03266228 -0.08165873 ..., 0.03766617 0.32297029
0.19249908]]
Progress: 10.2% ... Training loss: 0.273 ... Validation loss: 0.444[[ 0.35220921]
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[[ 0.05616653 -0.15295118 0.0469805 ..., -0.1427997 0.17279337
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[ 0.0431547 0.04450237 0.1041181 ..., -0.2453979 -0.0274276
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0.19267063]]
Progress: 10.2% ... Training loss: 0.284 ... Validation loss: 0.455[[ 0.33720546]
[-0.30111716]
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[ 0.3983621 ]
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[[ 0.05527561 -0.15219472 0.04896694 ..., -0.14256903 0.17069217
-0.19778955]
[ 0.04298583 0.04464939 0.10449413 ..., -0.24535379 -0.0278006
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-0.23804321]
[ 0.05838502 -0.0318799 -0.07969732 ..., 0.03790244 0.32106708
0.19467058]]
Progress: 10.2% ... Training loss: 0.281 ... Validation loss: 0.450[[ 0.34341596]
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[[ 0.05494853 -0.15192671 0.04976408 ..., -0.14246388 0.16996941
-0.19679821]
[ 0.04279088 0.04481872 0.10492849 ..., -0.24529477 -0.02828476
0.11177806]
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-0.23834732]
[ 0.05852739 -0.03200198 -0.08002895 ..., 0.03786549 0.32152701
0.19431239]]
Progress: 10.3% ... Training loss: 0.273 ... Validation loss: 0.445[[ 0.35151788]
[-0.28972802]
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[ 0.4091807 ]
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[[ 0.05515881 -0.15211297 0.04931111 ..., -0.14253816 0.17048072
-0.19734567]
[ 0.04283133 0.04477909 0.10485357 ..., -0.24530874 -0.02816772
0.11174066]
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-0.23899928]
[ 0.05874243 -0.0321844 -0.08057476 ..., 0.0378055 0.32212535
0.19388335]]
Progress: 10.3% ... Training loss: 0.279 ... Validation loss: 0.450[[ 0.34053278]
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[[ 0.05423977 -0.15135875 0.05129398 ..., -0.1423148 0.1684849
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[ 0.04291515 0.04470878 0.10466714 ..., -0.24533032 -0.02795727
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-0.23899144]
[ 0.05803449 -0.03157176 -0.07903281 ..., 0.03798891 0.32082647
0.19541736]]
Progress: 10.3% ... Training loss: 0.278 ... Validation loss: 0.450[[ 0.35178786]
[-0.29024432]
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[ 0.40892306]
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[[ 0.0552591 -0.15228703 0.04896106 ..., -0.14261645 0.17111179
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[ 0.04308866 0.04455876 0.10428483 ..., -0.24538067 -0.02751889
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[ 0.05840482 -0.03190454 -0.07986495 ..., 0.03788327 0.32177023
0.19452428]]
Progress: 10.3% ... Training loss: 0.279 ... Validation loss: 0.452[[ 0.34012637]
[-0.30074269]
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[[ 0.05456141 -0.15173002 0.05077189 ..., -0.1424366 0.16952954
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[ 0.04276548 0.04482766 0.10493411 ..., -0.24529788 -0.02824916
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[ 0.05810034 -0.03165389 -0.07917048 ..., 0.03796126 0.32128909
0.19530085]]
Progress: 10.3% ... Training loss: 0.280 ... Validation loss: 0.453[[ 0.34910433]
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[[ 0.05505875 -0.15217168 0.04962112 ..., -0.14259426 0.17068633
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[ 0.05826082 -0.03177198 -0.07961349 ..., 0.03791676 0.32180106
0.19458869]]
Progress: 10.3% ... Training loss: 0.273 ... Validation loss: 0.446[[ 0.34373929]
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[[ 0.05547115 -0.15252346 0.04882056 ..., -0.14269307 0.17183098
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[ 0.04288955 0.04472062 0.10464692 ..., -0.24533309 -0.0279348
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[ 0.05766798 -0.03124168 -0.07826841 ..., 0.03808598 0.32048521
0.1960389 ]]
Progress: 10.3% ... Training loss: 0.274 ... Validation loss: 0.446[[ 0.35527005]
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[[ 0.05668701 -0.15360571 0.04615496 ..., -0.14304673 0.1747032
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[ 0.057725 -0.03130176 -0.07839478 ..., 0.03807168 0.32079994
0.19586513]]
Progress: 10.3% ... Training loss: 0.282 ... Validation loss: 0.457[[ 0.34279915]
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[[ 0.05559458 -0.15269896 0.04856431 ..., -0.14275892 0.17204421
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[ 0.04280549 0.04478526 0.10482395 ..., -0.24531151 -0.02814351
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[ 0.05732005 -0.03095242 -0.07753123 ..., 0.03817927 0.31992183
0.19678102]]
Progress: 10.3% ... Training loss: 0.277 ... Validation loss: 0.449[[ 0.35239405]
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[[ 0.05650819 -0.15349869 0.04656305 ..., -0.14303952 0.17430273
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[ 0.0427206 0.0448577 0.10499738 ..., -0.2452856 -0.02835882
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[ 0.05732129 -0.03092918 -0.07747394 ..., 0.03817344 0.32013372
0.19687353]]
Progress: 10.3% ... Training loss: 0.274 ... Validation loss: 0.450[[ 0.35050594]
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[[ 0.05644175 -0.15345239 0.04681536 ..., -0.14303382 0.17419238
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[ 0.04264005 0.0449384 0.10516972 ..., -0.24526348 -0.02850494
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[ 0.0574019 -0.03097925 -0.07765857 ..., 0.03815687 0.3205241
0.19668722]]
Progress: 10.3% ... Training loss: 0.272 ... Validation loss: 0.447[[ 0.34254835]
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[[ 0.05663798 -0.15363193 0.0465087 ..., -0.14308664 0.17463704
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[ 0.04266982 0.04491322 0.10510451 ..., -0.24527193 -0.02842511
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[ 0.05758117 -0.03112319 -0.07804319 ..., 0.03811435 0.32099112
0.19625423]]
Progress: 10.3% ... Training loss: 0.279 ... Validation loss: 0.448[[ 0.3516208 ]
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[[ 0.05824809 -0.1550371 0.04283871 ..., -0.14357078 0.17870177
-0.20422735]
[ 0.04251046 0.04505406 0.10546992 ..., -0.2452307 -0.02867104
0.11243545]
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[ 0.05764337 -0.03115017 -0.07820022 ..., 0.03810586 0.32123035
0.19610549]]
Progress: 10.3% ... Training loss: 0.275 ... Validation loss: 0.449[[ 0.3483193 ]
[-0.29449096]
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[ 1.43892306]
[ 0.40747878]
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[[ 0.05785268 -0.15469633 0.04364286 ..., -0.14346778 0.17770171
-0.20353055]
[ 0.04262913 0.04495815 0.10520298 ..., -0.24526252 -0.02837433
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[ 0.05763557 -0.03114115 -0.07821391 ..., 0.03811025 0.32123665
0.19607149]]
Progress: 10.3% ... Training loss: 0.272 ... Validation loss: 0.445[[ 0.34529593]
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[ 0.40204932]
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[[ 0.05762453 -0.15450669 0.04422114 ..., -0.14340823 0.1771817
-0.20287168]
[ 0.04261213 0.04497274 0.10519495 ..., -0.24525782 -0.02841212
0.11223761]
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[ 0.05759708 -0.03109895 -0.07821463 ..., 0.03812041 0.32122763
0.19597723]]
Progress: 10.3% ... Training loss: 0.274 ... Validation loss: 0.448[[ 0.35338607]
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[ 1.44115733]
[ 0.40980015]
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[ 0.04251285 0.04505652 0.10542973 ..., -0.24522974 -0.02860691
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-0.2399462 ]
[ 0.05825217 -0.03166308 -0.07966861 ..., 0.03793324 0.32288742
0.19435822]]
Progress: 10.4% ... Training loss: 0.277 ... Validation loss: 0.456[[ 0.34364168]
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[ 1.43940374]
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[[ 0.05799091 -0.15485468 0.04351297 ..., -0.14352888 0.17809541
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[ 0.04237108 0.04517432 0.10574155 ..., -0.24519245 -0.02890785
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-0.2394871 ]
[ 0.05823765 -0.0316405 -0.07965043 ..., 0.03793046 0.32292928
0.19416105]]
Progress: 10.4% ... Training loss: 0.274 ... Validation loss: 0.443[[ 0.33099517]
[-0.30949969]
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[ 0.39078385]
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[[ 0.05709041 -0.15407577 0.04559775 ..., -0.14325744 0.17599854
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[ 0.04218588 0.04533777 0.106154 ..., -0.24514044 -0.0292872
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[ 0.05807942 -0.03149281 -0.07928969 ..., 0.03797713 0.32269098
0.19461973]]
Progress: 10.4% ... Training loss: 0.322 ... Validation loss: 0.480[[ 0.3572026 ]
[-0.28588536]
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[[ 0.0594479 -0.15625916 0.04009296 ..., -0.14406694 0.18189245
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[ 0.04226781 0.04526229 0.10596188 ..., -0.2451691 -0.02907005
0.11297328]
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[ 0.05849737 -0.03187411 -0.0803507 ..., 0.03782915 0.32378366
0.19358579]]
Progress: 10.4% ... Training loss: 0.292 ... Validation loss: 0.471[[ 0.3411781 ]
[-0.30081333]
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[[ 0.05835224 -0.15535616 0.04261576 ..., -0.14379787 0.17925483
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[ 0.04197534 0.04550229 0.10662175 ..., -0.24509817 -0.02978955
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[ 0.05842924 -0.03182524 -0.08018358 ..., 0.0378516 0.32386094
0.19374163]]
Progress: 10.4% ... Training loss: 0.278 ... Validation loss: 0.444[[ 0.34114556]
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[[ 0.05893086 -0.15583796 0.04128372 ..., -0.14395565 0.1808241
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[ 0.04196676 0.04550988 0.10664205 ..., -0.2450958 -0.02981111
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[ 0.05819582 -0.03160346 -0.07970691 ..., 0.03792058 0.32356949
0.19419197]]
Progress: 10.4% ... Training loss: 0.275 ... Validation loss: 0.440[[ 0.35460038]
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[[ 0.0601236 -0.15691455 0.03851472 ..., -0.14428301 0.18303663
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[ 0.04213183 0.04536572 0.10625984 ..., -0.24514048 -0.02947688
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[ 0.05850691 -0.03188703 -0.08045171 ..., 0.03782999 0.32438196
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Progress: 10.4% ... Training loss: 0.287 ... Validation loss: 0.465[[ 0.3424063 ]
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[[ 0.05994547 -0.15674639 0.03898387 ..., -0.14422925 0.18255537
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[ 0.04208021 0.04541168 0.10637351 ..., -0.2451247 -0.0295824
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[ 0.0580985 -0.03154673 -0.07959075 ..., 0.03793337 0.32350277
0.19426493]]
Progress: 10.4% ... Training loss: 0.272 ... Validation loss: 0.439[[ 0.36028062]
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[[ 0.06179408 -0.15840193 0.03477458 ..., -0.14476328 0.18697985
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[ 0.04206433 0.04542457 0.10636483 ..., -0.24511547 -0.0296166
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[ 0.05911415 -0.03248744 -0.08189077 ..., 0.03763474 0.32593952
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Progress: 10.4% ... Training loss: 0.315 ... Validation loss: 0.494[[ 0.33815153]
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[[ 0.06102793 -0.15777516 0.03647352 ..., -0.1445817 0.18541844
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[ 0.04219622 0.04531728 0.10608457 ..., -0.24514542 -0.02928151
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[ 0.05808047 -0.03163093 -0.0796587 ..., 0.0378943 0.3238907
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Progress: 10.4% ... Training loss: 0.280 ... Validation loss: 0.439[[ 0.34408661]
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[[ 0.0612088 -0.15797039 0.03604261 ..., -0.14465546 0.18565499
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[ 0.04229861 0.04522613 0.10583049 ..., -0.24517603 -0.02902497
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[ 0.05830018 -0.03183071 -0.08018688 ..., 0.0378265 0.32455549
0.19333663]]
Progress: 10.4% ... Training loss: 0.273 ... Validation loss: 0.439[[ 0.34449952]
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[[ 0.06078112 -0.1575684 0.03721717 ..., -0.14452512 0.18470236
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[ 0.04224798 0.04527054 0.10594466 ..., -0.24516342 -0.02915281
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[ 0.0581583 -0.03170139 -0.07983248 ..., 0.03786812 0.32421922
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Progress: 10.4% ... Training loss: 0.273 ... Validation loss: 0.441[[ 0.35037791]
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[[ 0.062043 -0.15870269 0.0343613 ..., -0.14492014 0.18761844
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[ 0.04216869 0.04534045 0.10611653 ..., -0.24513983 -0.02934701
0.11305443]
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[ 0.05854616 -0.03205396 -0.08080597 ..., 0.03774803 0.32508361
0.19264796]]
Progress: 10.4% ... Training loss: 0.274 ... Validation loss: 0.452[[ 0.34282587]
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[ 1.44778106]
[ 0.40132204]
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[[ 0.06106965 -0.15792383 0.03657291 ..., -0.14465549 0.18511269
-0.21197831]
[ 0.04203754 0.04545428 0.10641398 ..., -0.24510354 -0.0296523
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-0.2380768 ]
[ 0.05861878 -0.03211298 -0.08096462 ..., 0.03772326 0.32525406
0.19246692]]
Progress: 10.4% ... Training loss: 0.277 ... Validation loss: 0.443[[ 0.34546353]
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[ 1.44718617]
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[[ 0.06109363 -0.15797188 0.03649807 ..., -0.14466006 0.18514451
-0.21201645]
[ 0.04178712 0.04567856 0.10697981 ..., -0.24502339 -0.03024027
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-0.23812812]
[ 0.05928811 -0.03270108 -0.08255478 ..., 0.03751963 0.32697276
0.19092999]]
Progress: 10.4% ... Training loss: 0.274 ... Validation loss: 0.445[[ 0.35116005]
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[[ 0.06160057 -0.15845225 0.03528978 ..., -0.14483037 0.18642997
-0.21332885]
[ 0.04187752 0.04561332 0.10673904 ..., -0.24504906 -0.02999336
0.11353175]
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-0.23741174]
[ 0.05939014 -0.03277907 -0.08279455 ..., 0.03749446 0.32731859
0.19069743]]
Progress: 10.5% ... Training loss: 0.273 ... Validation loss: 0.452[[ 0.35840035]
[-0.28669834]
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[ 1.45942275]
[ 0.41374869]
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[[ 0.0623495 -0.15907821 0.03372004 ..., -0.14503315 0.18814242
-0.2152555 ]
[ 0.04178726 0.04569009 0.10695102 ..., -0.24502194 -0.03023284
0.11376492]
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-0.23785686]
[ 0.05957432 -0.03291091 -0.08318372 ..., 0.03745194 0.32775651
0.19025958]]
Progress: 10.5% ... Training loss: 0.296 ... Validation loss: 0.484[[ 0.334287 ]
[-0.30743481]
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[ 1.44655273]
[ 0.39364804]
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[[ 0.06061178 -0.15760629 0.03747233 ..., -0.144579 0.18396744
-0.2116118 ]
[ 0.04177679 0.04569742 0.10697215 ..., -0.2450201 -0.03024775
0.11380771]
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-0.23774599]
[ 0.05864477 -0.03211424 -0.081277 ..., 0.03770095 0.32586046
0.19226585]]
Progress: 10.5% ... Training loss: 0.293 ... Validation loss: 0.451[[ 0.35258759]
[-0.29198829]
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[ 1.45925996]
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[[ 0.06189468 -0.1587937 0.03450466 ..., -0.14496833 0.18713904
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[ 0.04177909 0.04568972 0.10696452 ..., -0.245022 -0.03023619
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[ 0.05869935 -0.03216636 -0.08143046 ..., 0.03768352 0.32601136
0.19205182]]
Progress: 10.5% ... Training loss: 0.283 ... Validation loss: 0.459[[ 0.34409845]
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[ 1.45582855]
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[[ 0.06098769 -0.15801048 0.03648154 ..., -0.14473092 0.18504732
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[ 0.04166934 0.0457805 0.10719849 ..., -0.24499363 -0.030491
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[ 0.05876501 -0.03221378 -0.08161945 ..., 0.03765266 0.3262174
0.19172515]]
Progress: 10.5% ... Training loss: 0.273 ... Validation loss: 0.438[[ 0.35203989]
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[ 1.45905828]
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[[ 0.06138208 -0.15836485 0.03564265 ..., -0.14484969 0.18588164
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[ 0.04177845 0.04568605 0.10696114 ..., -0.24502381 -0.03022855
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[ 0.05882008 -0.03224664 -0.08173165 ..., 0.03764246 0.32645146
0.19159367]]
Progress: 10.5% ... Training loss: 0.278 ... Validation loss: 0.453[[ 0.3510971 ]
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[[ 0.06132497 -0.15836084 0.03582226 ..., -0.14484563 0.18581416
-0.21300025]
[ 0.04180492 0.04566464 0.10690639 ..., -0.24503223 -0.03015937
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[ 0.05853073 -0.03198438 -0.08106149 ..., 0.03772455 0.32614913 0.1922 ]]
Progress: 10.5% ... Training loss: 0.275 ... Validation loss: 0.447[[ 0.34470508]
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[[ 0.06031858 -0.15751993 0.03806018 ..., -0.14458311 0.18342323
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[ 0.04163074 0.04580512 0.10729666 ..., -0.24498612 -0.03054008
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[ 0.0584401 -0.03190274 -0.0808584 ..., 0.03775094 0.32611151
0.19243898]]
Progress: 10.5% ... Training loss: 0.273 ... Validation loss: 0.440[[ 0.36282989]
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[[ 0.06163189 -0.15866551 0.03508139 ..., -0.14496126 0.18652207
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[ 0.04176218 0.04569067 0.10699477 ..., -0.24502457 -0.03020886
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[ 0.05920438 -0.03254391 -0.08260278 ..., 0.0375306 0.32802725
0.19045909]]
Progress: 10.5% ... Training loss: 0.311 ... Validation loss: 0.502[[ 0.3378937 ]
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[[ 0.0594922 -0.15693165 0.03964624 ..., -0.14444513 0.18187142
-0.20891836]
[ 0.04159886 0.04582209 0.10733001 ..., -0.24498433 -0.03061399
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[-0.19223912 -0.18788534 -0.1205068 ..., 0.10385264 -0.0749531 -0.039612 ]
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[ 0.05850856 -0.03195512 -0.08110808 ..., 0.03769924 0.32675606
0.19198823]]
Progress: 10.5% ... Training loss: 0.290 ... Validation loss: 0.446[[ 0.3460566 ]
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[[ 0.0599076 -0.15732032 0.03870461 ..., -0.14458114 0.1831197
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[ 0.04131099 0.04609185 0.10797453 ..., -0.24490181 -0.03129413
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[ 0.05848209 -0.03191316 -0.08098438 ..., 0.0377102 0.32677762
0.19209114]]
Progress: 10.5% ... Training loss: 0.273 ... Validation loss: 0.442[[ 0.35809566]
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[[ 0.06069494 -0.15794986 0.03704546 ..., -0.14480701 0.1852918
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[ 0.04135586 0.04605348 0.10787494 ..., -0.24491398 -0.03119464
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[ 0.05830959 -0.03172911 -0.08057044 ..., 0.03777251 0.32659943
0.19249867]]
Progress: 10.5% ... Training loss: 0.291 ... Validation loss: 0.477[[ 0.35208531]
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[ 0.04112755 0.04623184 0.10834402 ..., -0.24485669 -0.03175155
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Progress: 10.5% ... Training loss: 0.274 ... Validation loss: 0.449[[ 0.35245305]
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[ 1.46304491]
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[[ 0.06073465 -0.15795282 0.0369825 ..., -0.14481629 0.18545758
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[ 0.04118024 0.04618838 0.10822639 ..., -0.24487042 -0.03162208
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0.19305691]]
Progress: 10.5% ... Training loss: 0.275 ... Validation loss: 0.454[[ 0.35303954]
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[[ 0.06114744 -0.15831447 0.03613178 ..., -0.14492925 0.1865139
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[ 0.04093471 0.04639543 0.10876989 ..., -0.24480955 -0.03222988
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[ 0.05875744 -0.03211053 -0.08162761 ..., 0.0376622 0.328056
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Progress: 10.5% ... Training loss: 0.275 ... Validation loss: 0.450[[ 0.34974301]
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[[ 0.06073096 -0.15798006 0.03703511 ..., -0.14482798 0.18553606
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[ 0.04070912 0.0465923 0.10924085 ..., -0.24474667 -0.03279241
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[ 0.05843401 -0.03180827 -0.08093416 ..., 0.03775289 0.32763531
0.19192056]]
Progress: 10.6% ... Training loss: 0.272 ... Validation loss: 0.442[[ 0.34387893]
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[ 0.40246319]
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[ 0.04080694 0.04651235 0.10902617 ..., -0.24477253 -0.03255135
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-0.23770036]
[ 0.058197 -0.03161208 -0.08038697 ..., 0.03781689 0.3273811
0.19249108]]
Progress: 10.6% ... Training loss: 0.279 ... Validation loss: 0.441[[ 0.35372772]
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[ 1.46029762]
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[[ 0.05944112 -0.15684437 0.04011001 ..., -0.14446801 0.18257556
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[ 0.04109384 0.04626174 0.10836424 ..., -0.24485578 -0.0318321 0.115278 ]
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[ 0.05805358 -0.03147277 -0.08006983 ..., 0.0378676 0.32709561
0.19293449]]
Progress: 10.6% ... Training loss: 0.276 ... Validation loss: 0.454[[ 0.34708105]
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[[ 0.05826102 -0.15583925 0.04271952 ..., -0.14413671 0.17975171
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[ 0.05799311 -0.03140935 -0.07990092 ..., 0.03788435 0.32710766
0.19309241]]
Progress: 10.6% ... Training loss: 0.271 ... Validation loss: 0.440[[ 0.3472248 ]
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[ 0.05786123 -0.03130608 -0.07959209 ..., 0.0379177 0.32694869
0.19343701]]
Progress: 10.6% ... Training loss: 0.272 ... Validation loss: 0.441[[ 0.34667542]
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[ 0.05793367 -0.03134261 -0.07982464 ..., 0.03789401 0.3271895
0.19313414]]
Progress: 10.6% ... Training loss: 0.272 ... Validation loss: 0.440[[ 0.35140109]
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[ 0.05816383 -0.03154501 -0.0803447 ..., 0.03781992 0.32781194
0.19260474]]
Progress: 10.6% ... Training loss: 0.273 ... Validation loss: 0.447[[ 0.34823358]
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[[ 0.05752027 -0.15516922 0.04450465 ..., -0.14395636 0.17862296
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[ 0.0413866 0.0460148 0.1076327 ..., -0.24493861 -0.03092693
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[ 0.05838477 -0.03170106 -0.08081934 ..., 0.03776534 0.328395
0.19199599]]
Progress: 10.6% ... Training loss: 0.270 ... Validation loss: 0.441[[ 0.34418953]
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[[ 0.05808673 -0.15560918 0.04327912 ..., -0.14410012 0.17960366
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[ 0.05851988 -0.03178708 -0.08113771 ..., 0.03773107 0.3287502
0.19168152]]
Progress: 10.6% ... Training loss: 0.272 ... Validation loss: 0.437[[ 0.35784378]
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[[ 0.05911476 -0.15649127 0.04102519 ..., -0.14442171 0.18221928
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[ 0.04129488 0.04610169 0.10777766 ..., -0.24490336 -0.03111594
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[ 0.05909196 -0.03226496 -0.08238604 ..., 0.03756654 0.3302019
0.19043847]]
Progress: 10.6% ... Training loss: 0.293 ... Validation loss: 0.460[[ 0.35097588]
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[[ 0.05873713 -0.15615027 0.0419595 ..., -0.1443261 0.18156385
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[ 0.04119234 0.04618409 0.10798856 ..., -0.2448758 -0.03141574
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[ 0.05834376 -0.03161222 -0.08070565 ..., 0.03777138 0.32873879
0.19206443]]
Progress: 10.6% ... Training loss: 0.275 ... Validation loss: 0.438[[ 0.33283621]
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[[ 0.05706269 -0.15477215 0.04557257 ..., -0.14387663 0.17747531
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[ 0.04109921 0.0462622 0.10819124 ..., -0.24485307 -0.03164249
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[ 0.05798378 -0.03127212 -0.07994072 ..., 0.03788486 0.32803066
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Progress: 10.6% ... Training loss: 0.311 ... Validation loss: 0.473[[ 0.355629 ]
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[[ 0.05853046 -0.1561441 0.04223572 ..., -0.14435757 0.18110782
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[ 0.04112151 0.04624332 0.10813044 ..., -0.24486234 -0.03156865
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[ 0.05835645 -0.03159281 -0.08082449 ..., 0.03777115 0.32908602
0.19207063]]
Progress: 10.6% ... Training loss: 0.281 ... Validation loss: 0.456[[ 0.34642788]
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[[ 0.05702493 -0.15491942 0.04563538 ..., -0.14396444 0.17759995
-0.20388682]
[ 0.04107367 0.04628206 0.10823791 ..., -0.2448491 -0.03168507
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[ 0.05794851 -0.0312512 -0.07992989 ..., 0.03788052 0.32834638
0.19288472]]
Progress: 10.6% ... Training loss: 0.272 ... Validation loss: 0.440[[ 0.35354582]
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[ 1.46412043]
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[[ 0.05711598 -0.15499271 0.04541202 ..., -0.14400076 0.17787546
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[ 0.0412756 0.04610975 0.10777701 ..., -0.24490975 -0.03117883
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[ 0.0584215 -0.03167659 -0.08101323 ..., 0.03773347 0.32966234
0.19173248]]
Progress: 10.6% ... Training loss: 0.273 ... Validation loss: 0.447[[ 0.34853314]
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[[ 0.05676487 -0.1546834 0.04621305 ..., -0.1439041 0.17705565
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[ 0.04131663 0.04608339 0.10767243 ..., -0.24491803 -0.03107638
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[ 0.05832546 -0.03159339 -0.08085816 ..., 0.03774798 0.32951756
0.1918819 ]]
Progress: 10.7% ... Training loss: 0.270 ... Validation loss: 0.440[[ 0.36063065]
[-0.28340168]
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[ 1.474782 ]
[ 0.41690781]
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[[ 0.05779936 -0.15551903 0.04408128 ..., -0.14419553 0.17960825
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[ 0.04118939 0.04618994 0.10794282 ..., -0.2448799 -0.03138017
0.11454124]
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-0.23852234]
[ 0.0585902 -0.03181601 -0.08142063 ..., 0.0376744 0.33019351
0.19137095]]
Progress: 10.7% ... Training loss: 0.294 ... Validation loss: 0.470[[ 0.33503476]
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[ 1.45518156]
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[[ 0.05510858 -0.1533687 0.04990898 ..., -0.14350349 0.17364774
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[ 0.04118939 0.04618994 0.10794282 ..., -0.2448799 -0.03138017
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-0.23809619]
[ 0.05713417 -0.03063487 -0.07817376 ..., 0.03805135 0.32737858
0.19475816]]
Progress: 10.7% ... Training loss: 0.308 ... Validation loss: 0.465[[ 0.36352219]
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[ 1.47527531]
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[[ 0.05730477 -0.15543964 0.04462163 ..., -0.14425341 0.17896089
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[ 0.04115168 0.04622431 0.10803173 ..., -0.24486761 -0.03147462
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[ 0.05820923 -0.03164017 -0.08073346 ..., 0.03768039 0.33000878
0.19220402]]
Progress: 10.7% ... Training loss: 0.304 ... Validation loss: 0.480[[ 0.35271595]
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[[ 0.05749398 -0.15559152 0.0443936 ..., -0.14430657 0.17971205
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[ 0.04111799 0.04624832 0.10810687 ..., -0.24485947 -0.03155707
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[ 0.0576882 -0.03118477 -0.07956269 ..., 0.0378208 0.32923574
0.19354866]]
Progress: 10.7% ... Training loss: 0.274 ... Validation loss: 0.443[[ 0.35883076]
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[[ 0.05819055 -0.15618379 0.04301078 ..., -0.14450025 0.18137941
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[ 0.04101849 0.0463308 0.10833941 ..., -0.24483283 -0.03170102
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[ 0.05801005 -0.03145237 -0.08020997 ..., 0.0377328 0.32997843
0.19274454]]
Progress: 10.7% ... Training loss: 0.289 ... Validation loss: 0.461[[ 0.35101459]
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[[ 0.0575703 -0.15568811 0.04445476 ..., -0.14434729 0.1800716
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[ 0.05724421 -0.03080942 -0.07851184 ..., 0.03793887 0.32854275
0.194491 ]]
Progress: 10.7% ... Training loss: 0.272 ... Validation loss: 0.439[[ 0.351467 ]
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[[ 0.05793243 -0.15597106 0.04369517 ..., -0.14444542 0.18071476
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[ 0.04096769 0.04634812 0.1084318 ..., -0.24482802 -0.0317638
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[ 0.05739288 -0.03093057 -0.07886122 ..., 0.03789734 0.32890982
0.1941077 ]]
Progress: 10.7% ... Training loss: 0.273 ... Validation loss: 0.440[[ 0.35101691]
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[[ 0.05727782 -0.15542536 0.04523869 ..., -0.14426298 0.17904681
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[ 0.04099833 0.04632164 0.10836347 ..., -0.24483701 -0.03168532
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[ 0.05760467 -0.03110437 -0.07932047 ..., 0.03784115 0.32955778
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Progress: 10.7% ... Training loss: 0.272 ... Validation loss: 0.441[[ 0.35225472]
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[[ 0.05766925 -0.1557741 0.04445273 ..., -0.14439241 0.1800398
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[ 0.04115493 0.04618938 0.10798179 ..., -0.24488634 -0.03121705
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[ 0.05788963 -0.03133991 -0.07999049 ..., 0.03776373 0.33027997
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Progress: 10.7% ... Training loss: 0.272 ... Validation loss: 0.446[[ 0.34664127]
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[[ 0.05683315 -0.1549984 0.04648479 ..., -0.14414177 0.17823436
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[ 0.04097942 0.04633324 0.10833845 ..., -0.24483745 -0.03165276
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[ 0.05746011 -0.03097618 -0.07905727 ..., 0.0378749 0.32938231
0.19366226]]
Progress: 10.7% ... Training loss: 0.271 ... Validation loss: 0.436[[ 0.35071695]
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[[ 0.05747611 -0.15553596 0.04504313 ..., -0.14432666 0.17968976
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[ 0.04137616 0.04598959 0.1074522 ..., -0.24495557 -0.03064023
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[ 0.05792589 -0.03137849 -0.08013815 ..., 0.03773678 0.33049576
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Progress: 10.7% ... Training loss: 0.272 ... Validation loss: 0.441[[ 0.33999547]
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[[ 0.05685603 -0.15496952 0.04660228 ..., -0.14414252 0.17836874
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[ 0.04114907 0.0461778 0.10790828 ..., -0.24489101 -0.03114887
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[ 0.05736063 -0.03085479 -0.07889614 ..., 0.03790311 0.32959243
0.19394517]]
Progress: 10.7% ... Training loss: 0.278 ... Validation loss: 0.439[[ 0.33909195]
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Progress: 10.7% ... Training loss: 0.280 ... Validation loss: 0.441[[ 0.34422043]
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[ 0.05758804 -0.03106925 -0.07944622 ..., 0.0378334 0.3302812
0.19341831]]
Progress: 10.7% ... Training loss: 0.273 ... Validation loss: 0.440[[ 0.34686509]
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[ 0.04094507 0.04633515 0.10835177 ..., -0.24483327 -0.03161154
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[ 0.05795086 -0.0313867 -0.08028577 ..., 0.03771893 0.33117332
0.19248618]]
Progress: 10.8% ... Training loss: 0.271 ... Validation loss: 0.443[[ 0.34125201]
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[[ 0.05704288 -0.15510619 0.04646634 ..., -0.14420294 0.1784741
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[ 0.04093015 0.04635008 0.10838214 ..., -0.24482702 -0.03164825
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[ 0.05754953 -0.03102245 -0.07936279 ..., 0.03784502 0.33038546
0.19340816]]
Progress: 10.8% ... Training loss: 0.274 ... Validation loss: 0.442[[ 0.35578387]
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[ 0.05737964 -0.03086869 -0.07897419 ..., 0.03790001 0.32997938
0.19383032]]
Progress: 10.8% ... Training loss: 0.292 ... Validation loss: 0.472[[ 0.33652664]
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[ 0.05690384 -0.03046532 -0.07786487 ..., 0.03802495 0.32903538
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Progress: 10.8% ... Training loss: 0.282 ... Validation loss: 0.445[[ 0.34250785]
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[ 0.05712897 -0.03063906 -0.07835925 ..., 0.03796966 0.32993938
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Progress: 10.8% ... Training loss: 0.272 ... Validation loss: 0.440[[ 0.34833044]
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[ 0.05694011 -0.03046525 -0.07794993 ..., 0.03803123 0.3296488
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Progress: 10.8% ... Training loss: 0.273 ... Validation loss: 0.441[[ 0.33665348]
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[ 0.05617364 -0.02979835 -0.07623722 ..., 0.03824295 0.32808343 0.19677 ]]
Progress: 10.8% ... Training loss: 0.282 ... Validation loss: 0.446[[ 0.34369966]
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[ 0.04043363 0.04675911 0.10935994 ..., -0.24470591 -0.03251022
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[ 0.05634755 -0.02996201 -0.07665149 ..., 0.03818704 0.32855057
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Progress: 10.8% ... Training loss: 0.270 ... Validation loss: 0.439[[ 0.34411927]
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[ 0.04033031 0.0468492 0.10956731 ..., -0.24467689 -0.03273594
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[ 0.05601819 -0.02964845 -0.07583267 ..., 0.03829038 0.32809944
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Progress: 10.8% ... Training loss: 0.270 ... Validation loss: 0.439[[ 0.34432942]
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[ 0.0403435 0.04684996 0.10955025 ..., -0.24468271 -0.03260584
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[ 0.05611056 -0.02970897 -0.07601183 ..., 0.03826795 0.32860773
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Progress: 10.8% ... Training loss: 0.270 ... Validation loss: 0.438[[ 0.34592116]
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[ 0.04055177 0.04666996 0.10906622 ..., -0.24474425 -0.03207905
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[ 0.05570189 -0.02930733 -0.07500647 ..., 0.03840671 0.32815938
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Progress: 10.8% ... Training loss: 0.270 ... Validation loss: 0.440[[ 0.34381282]
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[ 0.05591809 -0.02948428 -0.07551109 ..., 0.03834691 0.32871602
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Progress: 10.8% ... Training loss: 0.270 ... Validation loss: 0.440[[ 0.34851807]
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[ 0.05592434 -0.0294846 -0.07547419 ..., 0.03835142 0.32880183
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Progress: 10.8% ... Training loss: 0.272 ... Validation loss: 0.444[[ 0.34392191]
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[[ 0.05659988 -0.15472004 0.04812181 ..., -0.14411332 0.1776628
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[ 0.04053619 0.04668618 0.10905367 ..., -0.24473671 -0.03213303
0.11578229]
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-0.2439034 ]
[ 0.05605171 -0.02958829 -0.07572624 ..., 0.03831673 0.32916551
0.19717688]]
Progress: 10.8% ... Training loss: 0.270 ... Validation loss: 0.438[[ 0.33063118]
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[ 1.45854446]
[ 0.39340534]
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[[ 0.05500191 -0.15331476 0.0519305 ..., -0.14364121 0.1737344
-0.19966993]
[ 0.04013941 0.04702084 0.10989895 ..., -0.2446263 -0.03297105
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[ 0.05558044 -0.02916279 -0.07462349 ..., 0.03846264 0.32818684
0.19810118]]
Progress: 10.8% ... Training loss: 0.302 ... Validation loss: 0.468[[ 0.35452636]
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[[ 0.05640721 -0.154572 0.04866339 ..., -0.14411962 0.17717695
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[ 0.04028776 0.04688688 0.10955088 ..., -0.24467584 -0.032584
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[ 0.05623042 -0.02976155 -0.07618636 ..., 0.03824821 0.32992783
0.19646521]]
Progress: 10.9% ... Training loss: 0.291 ... Validation loss: 0.469[[ 0.33115914]
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[ 1.45907646]
[ 0.39500208]
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[[ 0.05484021 -0.15331161 0.05216453 ..., -0.14372009 0.17369317
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[ 0.04021625 0.04694292 0.109706 ..., -0.2446578 -0.03273163
0.11646214]
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-0.24355904]
[ 0.05566087 -0.02925344 -0.0749008 ..., 0.03841595 0.32889723
0.19789553]]
Progress: 10.9% ... Training loss: 0.299 ... Validation loss: 0.467[[ 0.34943519]
[-0.28407181]
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[ 1.47257556]
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[[ 0.05623143 -0.15456072 0.04879784 ..., -0.14419271 0.17716341
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[ 0.04026995 0.0468938 0.10958798 ..., -0.24467656 -0.03258812
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-0.24483023]
[ 0.05563815 -0.02923019 -0.07483757 ..., 0.03842852 0.3289118
0.19794713]]
Progress: 10.9% ... Training loss: 0.275 ... Validation loss: 0.448[[ 0.3464427 ]
[-0.28669988]
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[ 1.47069102]
[ 0.40781968]
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[[ 0.05553263 -0.15396928 0.05050841 ..., -0.14401701 0.17558739
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[ 0.04039423 0.04678966 0.1093146 ..., -0.24471047 -0.03226264
0.1161301 ]
[-0.08299031 0.0406656 0.10148456 ..., 0.16778699 -0.12388577
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-0.24421526]
[ 0.05573864 -0.0293153 -0.07506623 ..., 0.03840144 0.32917157
0.19777351]]
Progress: 10.9% ... Training loss: 0.271 ... Validation loss: 0.443[[ 0.35052584]
[-0.28381756]
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[ 1.47765197]
[ 0.41194408]
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[[ 0.05648555 -0.1547676 0.04836476 ..., -0.14428634 0.17778512
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[ 0.04058199 0.04662727 0.10887983 ..., -0.24476229 -0.03176792
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-0.24408008]
[ 0.05609042 -0.0296152 -0.07582511 ..., 0.03829132 0.33000639
0.19690071]]
Progress: 10.9% ... Training loss: 0.277 ... Validation loss: 0.445[[ 0.34043713]
[-0.29316902]
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[[ 0.05476874 -0.15339996 0.05222325 ..., -0.14382817 0.17395976
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[ 0.04044444 0.04674005 0.10918703 ..., -0.24472506 -0.03209086
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-0.24358583]
[ 0.05580506 -0.0293768 -0.07512418 ..., 0.03837722 0.32967967
0.19768654]]
Progress: 10.9% ... Training loss: 0.274 ... Validation loss: 0.443[[ 0.34908288]
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[[ 0.0555338 -0.15408834 0.05050144 ..., -0.14406497 0.17571757
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[ 0.04044897 0.04673234 0.1091743 ..., -0.24473339 -0.0319796
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[ 0.05606392 -0.0296007 -0.07573354 ..., 0.03830278 0.33025654
0.19704911]]
Progress: 10.9% ... Training loss: 0.271 ... Validation loss: 0.440[[ 0.34794743]
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[[ 0.05516962 -0.15379439 0.05131371 ..., -0.14397944 0.17522206
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[ 0.04045705 0.04672763 0.10913738 ..., -0.24473404 -0.03197119
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[ 0.05584903 -0.02941876 -0.0752774 ..., 0.03836084 0.32999588
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Progress: 10.9% ... Training loss: 0.270 ... Validation loss: 0.444[[ 0.34597577]
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[[ 0.05418879 -0.1529364 0.05364958 ..., -0.14369723 0.1728016
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[ 0.04056336 0.04664017 0.10890674 ..., -0.24476447 -0.03172298
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[ 0.05588647 -0.02945023 -0.07536062 ..., 0.03834806 0.33016823
0.19736954]]
Progress: 10.9% ... Training loss: 0.272 ... Validation loss: 0.445[[ 0.3508352 ]
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[[ 0.05470918 -0.15333049 0.05258465 ..., -0.14385348 0.17421186
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[ 0.04062046 0.04659323 0.10877628 ..., -0.24478151 -0.03157369
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[ 0.05607504 -0.02959478 -0.0757609 ..., 0.03830115 0.33078373
0.19693959]]
Progress: 10.9% ... Training loss: 0.271 ... Validation loss: 0.446[[ 0.34348614]
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[[ 0.05413802 -0.15285207 0.05385817 ..., -0.14368062 0.17280644
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[ 0.04066437 0.04655688 0.10867849 ..., -0.24479435 -0.03146178
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[ 0.05610124 -0.02961878 -0.07584161 ..., 0.03830307 0.33092452
0.19696998]]
Progress: 10.9% ... Training loss: 0.276 ... Validation loss: 0.448[[ 0.34932026]
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[[ 0.05411689 -0.15282034 0.05374878 ..., -0.14364975 0.1728492
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[ 0.04072816 0.04650333 0.10853124 ..., -0.24481222 -0.03131213
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[ 0.05610931 -0.02960064 -0.0759411 ..., 0.03830481 0.33107518
0.19689146]]
Progress: 10.9% ... Training loss: 0.270 ... Validation loss: 0.443[[ 0.3456125 ]
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[[ 0.05431351 -0.15295306 0.05343979 ..., -0.14368326 0.17295478
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[ 0.04086255 0.04639185 0.10821953 ..., -0.24484961 -0.03098717
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[-0.19036943 -0.18974158 -0.12478806 ..., 0.10301231 -0.07188223
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[ 0.05600962 -0.02951958 -0.07572965 ..., 0.03833471 0.330887
0.19713923]]
Progress: 10.9% ... Training loss: 0.270 ... Validation loss: 0.442[[ 0.34562319]
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[ 0.04078823 0.04644892 0.10837482 ..., -0.24483045 -0.03115417
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0.19870841]]
Progress: 10.9% ... Training loss: 0.269 ... Validation loss: 0.440[[ 0.34792852]
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[ 1.47686711]
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-0.19776606]
[ 0.04079243 0.04644627 0.10829539 ..., -0.24483114 -0.03112151
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[ 0.05574534 -0.02924033 -0.07526368 ..., 0.03843878 0.33063733
0.19783964]]
Progress: 10.9% ... Training loss: 0.270 ... Validation loss: 0.440[[ 0.34327216]
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[[ 0.05367024 -0.15231048 0.05509195 ..., -0.14345453 0.171552
-0.19539938]
[ 0.04072251 0.04650308 0.10844697 ..., -0.24481495 -0.03125826
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[ 0.05570598 -0.02920502 -0.07514545 ..., 0.03845126 0.3307456
0.19807247]]
Progress: 11.0% ... Training loss: 0.273 ... Validation loss: 0.445[[ 0.3480492 ]
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[ 1.47027754]
[ 0.40648164]
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-0.19444051]
[ 0.04078326 0.04644997 0.10830347 ..., -0.24483328 -0.03110524
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-0.24390755]
[ 0.05582257 -0.0293034 -0.07540943 ..., 0.03842048 0.33119355
0.19787256]]
Progress: 11.0% ... Training loss: 0.270 ... Validation loss: 0.444[[ 0.34870638]
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-0.19316084]
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[ 0.05566945 -0.02917233 -0.07509034 ..., 0.03846892 0.33091028
0.19830465]]
Progress: 11.0% ... Training loss: 0.270 ... Validation loss: 0.443[[ 0.33897445]
[-0.29346329]
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[ 1.46728661]
[ 0.39932991]
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[[ 0.05201372 -0.15092444 0.05882067 ..., -0.1429669 0.16787442
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[ 0.04064871 0.04656409 0.10860095 ..., -0.24479891 -0.0312951
0.11600241]
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[ 0.05500148 -0.02860375 -0.07364599 ..., 0.03866469 0.32965486
0.1999247 ]]
Progress: 11.0% ... Training loss: 0.284 ... Validation loss: 0.460[[ 0.34147966]
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[ 0.0549438 -0.02853573 -0.0735121 ..., 0.03869164 0.32963607
0.2000268 ]]
Progress: 11.0% ... Training loss: 0.276 ... Validation loss: 0.452[[ 0.35372983]
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[ 1.47740411]
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[[ 0.0528563 -0.15156483 0.05709424 ..., -0.14320073 0.17013947
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[ 0.0407085 0.04651016 0.10846128 ..., -0.24481884 -0.03111631
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[ 0.05563192 -0.02912898 -0.07510318 ..., 0.03847527 0.33140538
0.19846616]]
Progress: 11.0% ... Training loss: 0.278 ... Validation loss: 0.448[[ 0.33903133]
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[[ 0.05241761 -0.15116146 0.05819079 ..., -0.1430919 0.16931314
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[ 0.04068741 0.0465259 0.1084911 ..., -0.24481786 -0.03112382
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[ 0.0552445 -0.02879212 -0.07418165 ..., 0.03858428 0.33075996
0.19937986]]
Progress: 11.0% ... Training loss: 0.279 ... Validation loss: 0.456[[ 0.35064631]
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[[ 0.05354768 -0.15213651 0.05565105 ..., -0.14343511 0.17195885
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[ 0.04087758 0.04636102 0.10804723 ..., -0.24487321 -0.03067879
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[ 0.05598759 -0.02942925 -0.07596254 ..., 0.03835717 0.3327332
0.19757551]]
Progress: 11.0% ... Training loss: 0.274 ... Validation loss: 0.443[[ 0.35294903]
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[[ 0.05399903 -0.15254116 0.05469744 ..., -0.14355927 0.1731637
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[ 0.05639587 -0.02978896 -0.07680832 ..., 0.03823677 0.33375848
0.19657751]]
Progress: 11.0% ... Training loss: 0.274 ... Validation loss: 0.445[[ 0.36055967]
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[[ 0.05541942 -0.15373233 0.05156035 ..., -0.14395844 0.176468
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[ 0.04073485 0.04648242 0.10834146 ..., -0.24483683 -0.0309649
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[ 0.05659206 -0.0299342 -0.07727532 ..., 0.03818042 0.33447207
0.19594276]]
Progress: 11.0% ... Training loss: 0.298 ... Validation loss: 0.468[[ 0.33773497]
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[[ 0.05346976 -0.15220609 0.05574997 ..., -0.14345331 0.17173454
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[ 0.04081219 0.04642318 0.10817498 ..., -0.24485663 -0.03078527
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[ 0.05567822 -0.0291892 -0.07539003 ..., 0.03842969 0.33250469
0.19802049]]
Progress: 11.0% ... Training loss: 0.293 ... Validation loss: 0.468[[ 0.35021465]
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[[ 0.05481585 -0.15342546 0.05267869 ..., -0.14390447 0.1750182
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[ 0.04104273 0.04622293 0.10763667 ..., -0.24493554 -0.03004096
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[ 0.05540474 -0.02888491 -0.07474873 ..., 0.03854518 0.33203273
0.19887077]]
Progress: 11.0% ... Training loss: 0.272 ... Validation loss: 0.447[[ 0.35063585]
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[[ 0.05468073 -0.15332857 0.05291355 ..., -0.1438883 0.17469023
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[ 0.04096845 0.04628412 0.10780181 ..., -0.24491423 -0.03021821
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[ 0.05539086 -0.02884388 -0.07468895 ..., 0.03856037 0.33205685
0.19888295]]
Progress: 11.0% ... Training loss: 0.272 ... Validation loss: 0.446[[ 0.34750116]
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[[ 0.05528089 -0.15385544 0.05155577 ..., -0.14408085 0.17623814
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[ 0.04081437 0.04639377 0.10813774 ..., -0.24488288 -0.03044663
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[ 0.05537732 -0.02879138 -0.07470582 ..., 0.03857885 0.33231901
0.1989983 ]]
Progress: 11.0% ... Training loss: 0.270 ... Validation loss: 0.445[[ 0.34797386]
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[ 1.47795702]
[ 0.40679756]
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[ 1.07213183]
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[ 1.93585255]
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[ 0.6100943 ]
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[ 0.87844829]
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[[ 0.05525518 -0.15382929 0.05166293 ..., -0.14407611 0.17626668
-0.19992151]
[ 0.04071004 0.04648274 0.10833979 ..., -0.24485291 -0.03067254
0.11600959]
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-0.24410756]
[ 0.0553904 -0.02876612 -0.07479597 ..., 0.03858687 0.3327389
0.19907732]]
Progress: 11.0% ... Training loss: 0.270 ... Validation loss: 0.443[[ 0.35295827]
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[ 1.48230587]
[ 0.41080794]
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[[ 0.05529277 -0.1538455 0.05151235 ..., -0.14408237 0.17636525
-0.20008282]
[ 0.04092163 0.04630752 0.10787723 ..., -0.24491339 -0.03016054
0.11550916]
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-0.24449053]
[ 0.05558739 -0.028939 -0.07523217 ..., 0.03852895 0.33337574
0.19854958]]
Progress: 11.1% ... Training loss: 0.275 ... Validation loss: 0.448[[ 0.3444386 ]
[-0.29225621]
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[ 1.47705129]
[ 0.40307169]
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[[ 0.05450646 -0.15317162 0.05333412 ..., -0.14386842 0.17422166
-0.19818756]
[ 0.04050792 0.04664889 0.10861923 ..., -0.2447979 -0.03105889
0.11633342]
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-0.24428853]
[ 0.05543897 -0.02881549 -0.07488967 ..., 0.03857292 0.33310716
0.19891655]]
Progress: 11.1% ... Training loss: 0.271 ... Validation loss: 0.444[[ 0.35479081]
[-0.28343367]
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[ 1.48520767]
[ 0.41220806]
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[[ 0.05557203 -0.15410197 0.05087631 ..., -0.14419996 0.1766537
-0.20076991]
[ 0.0403352 0.0467911 0.1089796 ..., -0.24474457 -0.03149759
0.11675774]
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-0.24520735]
[ 0.05655981 -0.02979799 -0.07743815 ..., 0.03822314 0.33584357
0.19607515]]
Progress: 11.1% ... Training loss: 0.278 ... Validation loss: 0.452[[ 0.34564455]
[-0.29161205]
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[ 1.47761458]
[ 0.40258253]
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[[ 0.05490144 -0.15354459 0.05233841 ..., -0.1440241 0.17498192
-0.19935377]
[ 0.04019189 0.0469082 0.10927179 ..., -0.24470336 -0.03183951
0.11700404]
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-0.24449738]
[ 0.05609095 -0.02939053 -0.0765023 ..., 0.03835623 0.33477459
0.19706303]]
Progress: 11.1% ... Training loss: 0.271 ... Validation loss: 0.443[[ 0.33599408]
[-0.2988528 ]
[-0.79049534]
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[ 1.47004984]
[ 0.39583128]
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[[ 0.05346123 -0.15229011 0.05572409 ..., -0.14356823 0.17182497
-0.1957899 ]
[ 0.04020336 0.04689851 0.10924667 ..., -0.2447068 -0.03181046
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[ 0.05533449 -0.02870643 -0.07480195 ..., 0.03860191 0.33333209
0.19880088]]
Progress: 11.1% ... Training loss: 0.292 ... Validation loss: 0.461[[ 0.35054747]
[-0.28505264]
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[ 0.40864952]
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[[ 0.05370723 -0.15245676 0.05524438 ..., -0.1436372 0.17209722
-0.19605768]
[ 0.04025643 0.04685705 0.10913836 ..., -0.24472123 -0.03177152
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[ 0.0559546 -0.02926728 -0.07624605 ..., 0.0384028 0.33484137
0.19745876]]
Progress: 11.1% ... Training loss: 0.272 ... Validation loss: 0.447[[ 0.34118372]
[-0.29292031]
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[ 1.47025803]
[ 0.4002961 ]
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[[ 0.05315917 -0.15200617 0.05644393 ..., -0.14348559 0.17089467 -0.19504 ]
[ 0.04033965 0.04679071 0.10895174 ..., -0.24474441 -0.03156697
0.11664177]
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[ 0.0547434 -0.0282333 -0.0735378 ..., 0.03875164 0.33223117
0.20017537]]
Progress: 11.1% ... Training loss: 0.276 ... Validation loss: 0.450[[ 0.3446221 ]
[-0.29002837]
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[ 0.40438768]
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[[ 0.05329647 -0.15212335 0.0561594 ..., -0.14350641 0.17121946
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[ 0.04021576 0.04690153 0.10918668 ..., -0.24470297 -0.03188507
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[ 0.05464953 -0.02813166 -0.0733525 ..., 0.03879878 0.33228458
0.20051594]]
Progress: 11.1% ... Training loss: 0.270 ... Validation loss: 0.442[[ 0.34705688]
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[[ 0.05476953 -0.15336684 0.05304246 ..., -0.14393301 0.17486211
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[ 0.04039413 0.04674503 0.10878897 ..., -0.24475338 -0.03136041
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[ 0.05394356 -0.02752396 -0.07173642 ..., 0.03902457 0.33093662
0.20226116]]
Progress: 11.1% ... Training loss: 0.270 ... Validation loss: 0.440[[ 0.34371008]
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[[ 0.05468625 -0.153311 0.05346081 ..., -0.14391536 0.17462105
-0.19804627]
[ 0.04044196 0.04670963 0.10869056 ..., -0.24476663 -0.03123946
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[ 0.05353476 -0.02717322 -0.07072705 ..., 0.03914836 0.33015343
0.20340583]]
Progress: 11.1% ... Training loss: 0.270 ... Validation loss: 0.442[[ 0.34781935]
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[[ 0.05471671 -0.15335241 0.05341694 ..., -0.14393637 0.17488069
-0.19818067]
[ 0.04044957 0.04670378 0.10867774 ..., -0.24476905 -0.03121292
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[ 0.05383418 -0.02742191 -0.0713788 ..., 0.03906459 0.33099791
0.20259639]]
Progress: 11.1% ... Training loss: 0.270 ... Validation loss: 0.443[[ 0.34947046]
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[[ 0.05534502 -0.15386181 0.05209013 ..., -0.14411856 0.17643752
-0.19946798]
[ 0.04045792 0.04669703 0.108659 ..., -0.24477138 -0.03119226
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[ 0.0534217 -0.02704562 -0.07041138 ..., 0.03920191 0.33027643
0.20360679]]
Progress: 11.1% ... Training loss: 0.274 ... Validation loss: 0.446[[ 0.34750543]
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[[ 0.05632413 -0.15467463 0.04999562 ..., -0.14439758 0.17851448
-0.2014091 ]
[ 0.04048593 0.04667366 0.10860188 ..., -0.24477914 -0.03112735
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[ 0.05317047 -0.02683686 -0.06993545 ..., 0.03927292 0.32965695
0.2040184 ]]
Progress: 11.1% ... Training loss: 0.272 ... Validation loss: 0.443[[ 0.34239986]
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[[ 0.05575487 -0.15418646 0.05125312 ..., -0.14424156 0.17721844
-0.2001518 ]
[ 0.04068571 0.04650979 0.10816221 ..., -0.24483375 -0.03062678
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[ 0.05321817 -0.0268698 -0.07008663 ..., 0.03926578 0.32994634
0.2039289 ]]
Progress: 11.1% ... Training loss: 0.269 ... Validation loss: 0.440[[ 0.34338096]
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[[ 0.05537232 -0.15381182 0.05225065 ..., -0.14412553 0.17649702
-0.19929459]
[ 0.04059589 0.04658946 0.10834855 ..., -0.24480525 -0.03082811
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[ 0.05359812 -0.02719245 -0.07096535 ..., 0.03914768 0.33103874
0.20305051]]
Progress: 11.1% ... Training loss: 0.269 ... Validation loss: 0.440[[ 0.33565462]
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[ 1.47650781]
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[[ 0.053765 -0.15237807 0.05602777 ..., -0.1436224 0.17276439
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[ 0.04070431 0.04649565 0.10808665 ..., -0.24483392 -0.03055984
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[ 0.05397083 -0.02751021 -0.07176513 ..., 0.03903836 0.33203032
0.20220518]]
Progress: 11.2% ... Training loss: 0.278 ... Validation loss: 0.450[[ 0.34097984]
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[ 0.40160425]
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[[ 0.05410957 -0.15270401 0.05531073 ..., -0.1437391 0.17386494
-0.19672157]
[ 0.04075199 0.04645361 0.10799969 ..., -0.24484923 -0.03044502
0.11560687]
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[ 0.05439324 -0.02786751 -0.07272928 ..., 0.03889656 0.33331474
0.20108069]]
Progress: 11.2% ... Training loss: 0.270 ... Validation loss: 0.442[[ 0.35358378]
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[ 0.41268516]
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[[ 0.05557981 -0.15398604 0.051939 ..., -0.14418156 0.17749567
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[ 0.04072951 0.04647345 0.10803264 ..., -0.24484472 -0.03048516
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[ 0.05467795 -0.02809002 -0.07343161 ..., 0.03882044 0.33418085
0.20042782]]
Progress: 11.2% ... Training loss: 0.287 ... Validation loss: 0.463[[ 0.33093894]
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[ 0.39426291]
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[[ 0.05382302 -0.15256445 0.05584352 ..., -0.14370928 0.17331177
-0.19586229]
[ 0.04067191 0.04652002 0.10816283 ..., -0.24482941 -0.03061152
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[ 0.05495403 -0.02831116 -0.07400762 ..., 0.03874814 0.33486612
0.19978353]]
Progress: 11.2% ... Training loss: 0.295 ... Validation loss: 0.461[[ 0.35519907]
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[[ 0.05607553 -0.15463678 0.05054117 ..., -0.14445543 0.17888148
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[ 0.04087824 0.04633671 0.10769723 ..., -0.24489634 -0.03011362
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[ 0.05504273 -0.02839367 -0.07418435 ..., 0.03871643 0.33517471
0.19962037]]
Progress: 11.2% ... Training loss: 0.296 ... Validation loss: 0.479[[ 0.34966615]
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[[ 0.0561607 -0.15466519 0.05037393 ..., -0.14446005 0.17918637
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[ 0.0409997 0.04623918 0.10743135 ..., -0.24492844 -0.0298025
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[ 0.05512516 -0.02845863 -0.07436336 ..., 0.03870411 0.335554
0.19926327]]
Progress: 11.2% ... Training loss: 0.281 ... Validation loss: 0.457[[ 0.33525232]
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[[ 0.05489632 -0.15365394 0.05312206 ..., -0.14412964 0.17628529
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[ 0.0548833 -0.02825458 -0.07378046 ..., 0.03876947 0.33521034
0.19992403]]
Progress: 11.2% ... Training loss: 0.280 ... Validation loss: 0.450[[ 0.3481358 ]
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[[ 0.05633522 -0.15490836 0.04996707 ..., -0.14459218 0.18013233
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[ 0.05532381 -0.02863653 -0.07483447 ..., 0.03863565 0.33641859
0.19877767]]
Progress: 11.2% ... Training loss: 0.276 ... Validation loss: 0.451[[ 0.33392075]
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[[ 0.05515306 -0.15393546 0.05265573 ..., -0.14425965 0.17715288
-0.1992968 ]
[ 0.04085064 0.04636134 0.10768545 ..., -0.24490062 -0.03008232
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[ 0.0553983 -0.0286733 -0.07506832 ..., 0.03862212 0.33672489
0.19853804]]
Progress: 11.2% ... Training loss: 0.280 ... Validation loss: 0.448[[ 0.34219309]
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[[ 0.05545366 -0.1542509 0.05198554 ..., -0.14436927 0.17781696
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[ 0.0556043 -0.02885856 -0.07549076 ..., 0.0385553 0.33727407
0.19788835]]
Progress: 11.2% ... Training loss: 0.269 ... Validation loss: 0.440[[ 0.34365961]
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[[ 0.05561605 -0.15436978 0.05164593 ..., -0.14440081 0.17824736
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[ 0.04103485 0.04620651 0.1072628 ..., -0.24495008 -0.02956593
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[ 0.05571751 -0.02894672 -0.07581111 ..., 0.038528 0.3376312
0.19763083]]
Progress: 11.2% ... Training loss: 0.269 ... Validation loss: 0.442[[ 0.33709311]
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[[ 0.05547221 -0.15423128 0.05197112 ..., -0.14437458 0.17797769
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[ 0.05539344 -0.02864943 -0.075124 ..., 0.03862754 0.33713101
0.19843061]]
Progress: 11.2% ... Training loss: 0.273 ... Validation loss: 0.441[[ 0.34047072]
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[[ 0.05580872 -0.15449197 0.05131525 ..., -0.14446239 0.1788477
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[ 0.04127344 0.04601348 0.10667582 ..., -0.24501692 -0.02892904
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[ 0.05513408 -0.02841458 -0.07448991 ..., 0.03870806 0.33659364
0.19906497]]
Progress: 11.2% ... Training loss: 0.269 ... Validation loss: 0.439[[ 0.34433393]
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[[ 0.05619207 -0.15476496 0.0505446 ..., -0.14456322 0.18005373
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[ 0.04114559 0.04612174 0.10694926 ..., -0.2449788 -0.02923773
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[ 0.05563753 -0.02882423 -0.07563076 ..., 0.03856538 0.33805138
0.19795054]]
Progress: 11.2% ... Training loss: 0.274 ... Validation loss: 0.441[[ 0.33451609]
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[[ 0.05519699 -0.15393495 0.05271203 ..., -0.14428354 0.17789834
-0.19966091]
[ 0.04108441 0.04617945 0.10706116 ..., -0.24496351 -0.02932334
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[ 0.05480064 -0.02808735 -0.07378996 ..., 0.03880713 0.336434
0.20000302]]
Progress: 11.2% ... Training loss: 0.275 ... Validation loss: 0.439[[ 0.34289518]
[-0.28822227]
[-0.77730496]
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[ 1.49739052]
[ 0.40800454]
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[[ 0.05542512 -0.15412625 0.05223569 ..., -0.14435302 0.17832021
-0.20016621]
[ 0.04101828 0.0462533 0.10725735 ..., -0.24494227 -0.02953398
0.11511859]
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[ 0.05477539 -0.02805593 -0.07375943 ..., 0.03881247 0.33639846
0.19989084]]
Progress: 11.3% ... Training loss: 0.272 ... Validation loss: 0.437[[ 0.33728649]
[-0.29264323]
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[ 1.49075349]
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[[ 0.05469244 -0.15351307 0.05397682 ..., -0.14415074 0.17645147
-0.19818273]
[ 0.04109006 0.04618941 0.10710301 ..., -0.24496398 -0.02933461
0.11502826]
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-0.24678191]
[ 0.05469597 -0.02799537 -0.07358301 ..., 0.03883348 0.33634215
0.20002609]]
Progress: 11.3% ... Training loss: 0.271 ... Validation loss: 0.438[[ 0.34420063]
[-0.28635466]
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[[ 0.05438903 -0.15324244 0.0546969 ..., -0.14405629 0.17571603
-0.1975193 ]
[ 0.04108273 0.04619661 0.10711894 ..., -0.24496112 -0.02935731
0.11504329]
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-0.2458307 ]
[ 0.05482024 -0.02808885 -0.07386599 ..., 0.03880218 0.33686552
0.19978851]]
Progress: 11.3% ... Training loss: 0.271 ... Validation loss: 0.440[[ 0.34698028]
[-0.28412406]
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[ 1.49567682]
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[[ 0.05498914 -0.15373009 0.05339483 ..., -0.14421363 0.17744965
-0.19855047]
[ 0.04130216 0.04601389 0.10663133 ..., -0.24502099 -0.02887992
0.1145453 ]
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-0.24536695]
[ 0.05470495 -0.02792391 -0.07363734 ..., 0.03885175 0.33701199
0.20011709]]
Progress: 11.3% ... Training loss: 0.274 ... Validation loss: 0.443[[ 0.33239927]
[-0.29805718]
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[ 1.48423368]
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[[ 0.05310729 -0.15213138 0.05763851 ..., -0.14368737 0.1729457
-0.19418787]
[ 0.04136826 0.04596119 0.10648035 ..., -0.24503902 -0.028711
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[ 0.05475312 -0.02795417 -0.07379722 ..., 0.03883698 0.33728161
0.1998903 ]]
Progress: 11.3% ... Training loss: 0.287 ... Validation loss: 0.452[[ 0.34605667]
[-0.28735613]
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[ 1.49296886]
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[[ 0.05412954 -0.15301889 0.0553325 ..., -0.14399492 0.17555361
-0.1964403 ]
[ 0.04105247 0.04624263 0.10715516 ..., -0.24494099 -0.02939 0.11509005]
[-0.08521831 0.04067015 0.11023659 ..., 0.16736185 -0.12999265
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-0.24615877]
[ 0.05481891 -0.02798358 -0.07395187 ..., 0.03883328 0.33776008
0.19976978]]
Progress: 11.3% ... Training loss: 0.271 ... Validation loss: 0.442[[ 0.33553234]
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[[ 0.05335568 -0.15235727 0.05710708 ..., -0.14377909 0.17387647
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[ 0.04102894 0.04626297 0.10720467 ..., -0.24493401 -0.0294528
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[ 0.0549196 -0.02805767 -0.07416161 ..., 0.03879261 0.33818995
0.19966164]]
Progress: 11.3% ... Training loss: 0.281 ... Validation loss: 0.447[[ 0.34583893]
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[[ 0.05379396 -0.15273226 0.05618431 ..., -0.14393213 0.17525351
-0.19550198]
[ 0.0409544 0.04633673 0.10740343 ..., -0.24491555 -0.02962046
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[ 0.05534074 -0.02842638 -0.07511141 ..., 0.03866532 0.33948984
0.19870647]]
Progress: 11.3% ... Training loss: 0.269 ... Validation loss: 0.443[[ 0.34981581]
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[[ 0.05383452 -0.15271246 0.05626382 ..., -0.143921 0.17500405
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[ 0.04101705 0.04628514 0.10727542 ..., -0.24493222 -0.02946191
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[ 0.05567367 -0.02870596 -0.0758636 ..., 0.03857819 0.3402846
0.19781246]]
Progress: 11.3% ... Training loss: 0.274 ... Validation loss: 0.449[[ 0.3373864 ]
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[[ 0.05319954 -0.15220475 0.05768342 ..., -0.1437603 0.17355605
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[ 0.040918 0.0463653 0.10748045 ..., -0.24491099 -0.0296368
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[ 0.05499448 -0.02813666 -0.07438574 ..., 0.03876329 0.3388502
0.19942272]]
Progress: 11.3% ... Training loss: 0.280 ... Validation loss: 0.444[[ 0.33914533]
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[[ 0.0534033 -0.15231669 0.05738488 ..., -0.14379925 0.17399289
-0.19519398]
[ 0.0408202 0.04645633 0.10769519 ..., -0.2448784 -0.02985349
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[ 0.05467714 -0.02784183 -0.0737153 ..., 0.03887374 0.33830432
0.20002068]]
Progress: 11.3% ... Training loss: 0.272 ... Validation loss: 0.440[[ 0.34613107]
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[[ 0.05388396 -0.15268115 0.05637902 ..., -0.1439322 0.17533143
-0.19631084]
[ 0.04092862 0.04636254 0.10745992 ..., -0.24491013 -0.02957863
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[ 0.05501823 -0.0281426 -0.07447369 ..., 0.03876997 0.33919411
0.19918698]]
Progress: 11.3% ... Training loss: 0.270 ... Validation loss: 0.442[[ 0.33053934]
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[[ 0.05223557 -0.15133093 0.0601124 ..., -0.14348055 0.1712712
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[ 0.04099423 0.04631169 0.10731137 ..., -0.24492781 -0.02939704
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[ 0.05450944 -0.02771762 -0.0733221 ..., 0.03891003 0.33814792
0.20035204]]
Progress: 11.3% ... Training loss: 0.301 ... Validation loss: 0.463[[ 0.35474708]
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[[ 0.05368058 -0.15266949 0.05677762 ..., -0.14395153 0.17486097
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[ 0.04115248 0.04616342 0.10690821 ..., -0.24498101 -0.02897049
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[ 0.05496698 -0.02813101 -0.07434052 ..., 0.03877419 0.33949827
0.19930309]]
Progress: 11.3% ... Training loss: 0.289 ... Validation loss: 0.473[[ 0.33751572]
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[[ 0.05203542 -0.15135536 0.06040969 ..., -0.14353423 0.17107683
-0.19212864]
[ 0.04102042 0.04627078 0.10716196 ..., -0.24494638 -0.02930026
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-0.24438201]
[ 0.05489365 -0.02806368 -0.07417354 ..., 0.03879692 0.33941963
0.19952126]]
Progress: 11.3% ... Training loss: 0.277 ... Validation loss: 0.446[[ 0.3433507 ]
[-0.28816665]
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[-0.78920579]
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[ 1.48518212]
[ 0.40530579]
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[[ 0.05274142 -0.15195434 0.05886462 ..., -0.14373063 0.1727154
-0.19387911]
[ 0.04099616 0.04629013 0.10721251 ..., -0.24493887 -0.0293635
0.11501915]
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[ 0.05465109 -0.02782856 -0.07356373 ..., 0.03887575 0.33889645
0.20013218]]
Progress: 11.4% ... Training loss: 0.270 ... Validation loss: 0.449[[ 0.34192911]
[-0.29016217]
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[ 1.48433937]
[ 0.40465222]
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[ 0.60346262]
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[[ 0.05216721 -0.1514882 0.06025146 ..., -0.14356635 0.17125725
-0.19267727]
[ 0.04100108 0.04628829 0.10719581 ..., -0.2449397 -0.02934856
0.1148951 ]
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-0.24539446]
[ 0.05496885 -0.02809463 -0.07429461 ..., 0.03879163 0.33972984
0.19933835]]
Progress: 11.4% ... Training loss: 0.271 ... Validation loss: 0.446[[ 0.3436227 ]
[-0.28988108]
[-0.78427239]
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[ 1.48800526]
[ 0.40628284]
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[ 1.94613275]
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[[ 0.0521889 -0.1514775 0.06025338 ..., -0.14357898 0.17131451
-0.19265565]
[ 0.04100717 0.04627977 0.10717069 ..., -0.24494298 -0.02932549
0.11488121]
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-0.24536201]
[ 0.05545253 -0.02849289 -0.07547225 ..., 0.03865078 0.34096423
0.19821588]]
Progress: 11.4% ... Training loss: 0.269 ... Validation loss: 0.446[[ 0.338521 ]
[-0.29386232]
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[ 0.40352575]
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[[ 0.05278004 -0.15186202 0.05902202 ..., -0.14372988 0.17278891
-0.19383706]
[ 0.04091982 0.04635642 0.10735043 ..., -0.24491752 -0.02955358
0.11505462]
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-0.24518359]
[ 0.05539886 -0.02842778 -0.07538837 ..., 0.03867447 0.34084511
0.19815277]]
Progress: 11.4% ... Training loss: 0.270 ... Validation loss: 0.440[[ 0.34058255]
[-0.29098474]
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[ 1.4905906 ]
[ 0.4054608 ]
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[[ 0.05327033 -0.15226888 0.05800105 ..., -0.14385178 0.1741111
-0.19492138]
[ 0.04116347 0.04614111 0.10679321 ..., -0.24498938 -0.02892923
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-0.2452903 ]
[ 0.05504938 -0.02811424 -0.07463553 ..., 0.03878736 0.34035814
0.19890231]]
Progress: 11.4% ... Training loss: 0.269 ... Validation loss: 0.442[[ 0.34234889]
[-0.28987985]
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[ 1.48856278]
[ 0.40737746]
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[[ 0.05303378 -0.15208515 0.05865123 ..., -0.14379473 0.17358148
-0.19407955]
[ 0.04116347 0.04614111 0.10679321 ..., -0.24498938 -0.02892923
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-0.24486838]
[ 0.05506178 -0.02809726 -0.07458562 ..., 0.03879104 0.3405153
0.19898297]]
Progress: 11.4% ... Training loss: 0.269 ... Validation loss: 0.445[[ 0.34632945]
[-0.28525845]
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[ 1.49294118]
[ 0.41043204]
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[[ 0.05323993 -0.15224402 0.05818711 ..., -0.14383894 0.17414017
-0.1944084 ]
[ 0.04111401 0.04617785 0.10690356 ..., -0.24497731 -0.02904298
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-0.24400547]
[ 0.05503606 -0.02807153 -0.07456777 ..., 0.03880154 0.34060244
0.19895192]]
Progress: 11.4% ... Training loss: 0.273 ... Validation loss: 0.451[[ 0.33733663]
[-0.29315427]
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[ 1.48720016]
[ 0.40259249]
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[[ 0.05304328 -0.15207096 0.05865916 ..., -0.14378487 0.1736141
-0.19387407]
[ 0.04092143 0.04633954 0.10726654 ..., -0.24492502 -0.0294788
0.11519278]
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-0.24349842]
[ 0.05483248 -0.02788759 -0.07412275 ..., 0.03885765 0.3402991
0.19936868]]
Progress: 11.4% ... Training loss: 0.272 ... Validation loss: 0.441[[ 0.34621405]
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[[ 0.05417526 -0.15303571 0.05610357 ..., -0.14412079 0.17664825
-0.19638628]
[ 0.04074079 0.0465009 0.1076113 ..., -0.24487033 -0.02989096
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[ 0.05495176 -0.02798555 -0.07437401 ..., 0.03882446 0.34070626
0.19911483]]
Progress: 11.4% ... Training loss: 0.272 ... Validation loss: 0.450[[ 0.33169423]
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[ 1.48499666]
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[[ 0.05293875 -0.15198064 0.05881991 ..., -0.14379108 0.17375996
-0.1937809 ]
[ 0.04074079 0.0465009 0.1076113 ..., -0.24487033 -0.02989096
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[ 0.05528531 -0.02825815 -0.07508006 ..., 0.03873995 0.34157925
0.19835825]]
Progress: 11.4% ... Training loss: 0.287 ... Validation loss: 0.449[[ 0.34788807]
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[[ 0.0537416 -0.15271975 0.05697171 ..., -0.14404087 0.17586875
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[ 0.04094076 0.04631771 0.10714178 ..., -0.24493448 -0.02936699
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[ 0.05536284 -0.02833059 -0.07535202 ..., 0.03871293 0.34195676
0.19811792]]
Progress: 11.4% ... Training loss: 0.274 ... Validation loss: 0.451[[ 0.33618463]
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[[ 0.0532207 -0.15227099 0.05817977 ..., -0.14388827 0.1745005
-0.19467421]
[ 0.04080422 0.04642858 0.10744987 ..., -0.24489799 -0.02971696
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[ 0.05524984 -0.02823654 -0.07507855 ..., 0.03874232 0.34172199
0.1984215 ]]
Progress: 11.4% ... Training loss: 0.275 ... Validation loss: 0.442[[ 0.3433569 ]
[-0.28894858]
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[[ 0.053973 -0.15292931 0.05658301 ..., -0.1441107 0.17625611
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[ 0.04111533 0.04615484 0.10674909 ..., -0.24498905 -0.02891551
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[ 0.05506672 -0.02803904 -0.07461552 ..., 0.03880656 0.34157116
0.19882021]]
Progress: 11.4% ... Training loss: 0.268 ... Validation loss: 0.442[[ 0.34628256]
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[[ 0.05424278 -0.15306884 0.05629222 ..., -0.14416593 0.17713166
-0.19682722]
[ 0.04141336 0.04590637 0.10609053 ..., -0.24506683 -0.02812821
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[ 0.05545071 -0.02836097 -0.07547799 ..., 0.03869847 0.34255478
0.19797222]]
Progress: 11.4% ... Training loss: 0.272 ... Validation loss: 0.446[[ 0.33057626]
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[[ 0.05334816 -0.1523043 0.05844579 ..., -0.14393882 0.17495778
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[ 0.04105041 0.04622408 0.10688007 ..., -0.24497783 -0.02899473
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[ 0.05552418 -0.02842682 -0.07561466 ..., 0.0386757 0.34280062
0.19768228]]
Progress: 11.4% ... Training loss: 0.287 ... Validation loss: 0.450[[ 0.34224244]
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[ 0.40938625]
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[[ 0.0546771 -0.15349271 0.05533892 ..., -0.14433925 0.17869502
-0.19802752]
[ 0.04103277 0.04624157 0.10691413 ..., -0.24497148 -0.02903899
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0.19710106]]
Progress: 11.5% ... Training loss: 0.270 ... Validation loss: 0.440[[ 0.33919027]
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[[ 0.05435275 -0.15323811 0.05613351 ..., -0.14425805 0.17782429
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[ 0.04107349 0.04620581 0.10681924 ..., -0.24498148 -0.02893102
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[ 0.0554134 -0.02830435 -0.07542332 ..., 0.03871414 0.3429559
0.19740154]]
Progress: 11.5% ... Training loss: 0.268 ... Validation loss: 0.438[[ 0.34216024]
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[[ 0.05471652 -0.1535642 0.05534315 ..., -0.14435779 0.17864369
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[ 0.04099291 0.04627212 0.10697987 ..., -0.24495746 -0.02912698
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[ 0.05576345 -0.02861128 -0.07625362 ..., 0.03860841 0.34384944
0.19651667]]
Progress: 11.5% ... Training loss: 0.268 ... Validation loss: 0.441[[ 0.341773 ]
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[[ 0.05470278 -0.1535497 0.05539306 ..., -0.14436125 0.17878297
-0.1981589 ]
[ 0.04110598 0.0461772 0.10672229 ..., -0.244989 -0.02884953
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[ 0.05586382 -0.02865771 -0.07654747 ..., 0.03860134 0.34456294
0.19624425]]
Progress: 11.5% ... Training loss: 0.269 ... Validation loss: 0.439[[ 0.33716184]
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[[ 0.05465218 -0.15352441 0.05559992 ..., -0.14435392 0.17861303
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[ 0.04118357 0.04610987 0.10654508 ..., -0.24501149 -0.02865045
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[ 0.05534974 -0.02820315 -0.07537925 ..., 0.03873465 0.34337456
0.19732506]]
Progress: 11.5% ... Training loss: 0.269 ... Validation loss: 0.436[[ 0.34281661]
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[ 0.05580092 -0.02858731 -0.07637289 ..., 0.03859989 0.34458671
0.19614571]]
Progress: 11.5% ... Training loss: 0.268 ... Validation loss: 0.440[[ 0.33980092]
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[ 0.05579717 -0.0285723 -0.07641788 ..., 0.03860059 0.3445637
0.19619742]]
Progress: 11.5% ... Training loss: 0.267 ... Validation loss: 0.440[[ 0.33479736]
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[ 0.05565627 -0.0284206 -0.07614184 ..., 0.03864867 0.34452863
0.19633139]]
Progress: 11.5% ... Training loss: 0.271 ... Validation loss: 0.440[[ 0.32949794]
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[[ 0.05439632 -0.15322655 0.05657898 ..., -0.14426705 0.17848346
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[ 0.0549931 -0.02779653 -0.07457228 ..., 0.03887428 0.34326972
0.19798495]]
Progress: 11.5% ... Training loss: 0.285 ... Validation loss: 0.451[[ 0.34169103]
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[[ 0.05510231 -0.15385148 0.05508519 ..., -0.1444859 0.18028484
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[ 0.05492078 -0.02772641 -0.07441928 ..., 0.03890092 0.34317428
0.19828681]]
Progress: 11.5% ... Training loss: 0.269 ... Validation loss: 0.444[[ 0.32240649]
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[[ 0.05335873 -0.15233807 0.0590969 ..., -0.14400472 0.17634023
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[ 0.0412374 0.04607165 0.10638136 ..., -0.24502365 -0.02855762
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[ 0.05507939 -0.02784887 -0.07476705 ..., 0.03885662 0.34382614
0.19798089]]
Progress: 11.5% ... Training loss: 0.321 ... Validation loss: 0.480[[ 0.34252589]
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[[ 0.05464923 -0.15361733 0.05609596 ..., -0.14445263 0.17982813
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[ 0.04130009 0.04601278 0.10620311 ..., -0.24504466 -0.02840753
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[ 0.05507291 -0.02784575 -0.07472733 ..., 0.03885871 0.34392097
0.19810177]]
Progress: 11.5% ... Training loss: 0.270 ... Validation loss: 0.446[[ 0.34402401]
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[[ 0.05500276 -0.15389419 0.05540958 ..., -0.14455778 0.18053633
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[ 0.05524788 -0.0279934 -0.0751016 ..., 0.03881071 0.34431598
0.19761675]]
Progress: 11.5% ... Training loss: 0.272 ... Validation loss: 0.452[[ 0.33596346]
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[[ 0.05421065 -0.15320411 0.05708142 ..., -0.1443373 0.17857084
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[ 0.04127346 0.04603599 0.10625358 ..., -0.24503742 -0.02846403
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[ 0.05469431 -0.02751968 -0.07398458 ..., 0.03895285 0.34311264
0.19880854]]
Progress: 11.5% ... Training loss: 0.271 ... Validation loss: 0.443[[ 0.34275868]
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[[ 0.05417113 -0.15317012 0.05721626 ..., -0.14431163 0.17852455
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[ 0.04126423 0.04604435 0.1062739 ..., -0.24503486 -0.02848733
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[ 0.05479379 -0.02760716 -0.07424507 ..., 0.03892498 0.34351421
0.19854291]]
Progress: 11.5% ... Training loss: 0.270 ... Validation loss: 0.447[[ 0.33675895]
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[[ 0.05433009 -0.15331582 0.05697563 ..., -0.14436937 0.17905639
-0.19663892]
[ 0.04125356 0.04605313 0.10629889 ..., -0.24503133 -0.02850251
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[ 0.05472149 -0.02753603 -0.07406005 ..., 0.03894812 0.34338577
0.19867977]]
Progress: 11.6% ... Training loss: 0.269 ... Validation loss: 0.441[[ 0.33921099]
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[[ 0.05428823 -0.15329467 0.05714265 ..., -0.144354 0.17915048
-0.1961259 ]
[ 0.04156509 0.0457742 0.10558185 ..., -0.24512173 -0.02769022
0.11376366]
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[ 0.0542141 -0.0270639 -0.07287401 ..., 0.03910847 0.3423544
0.19994028]]
Progress: 11.6% ... Training loss: 0.269 ... Validation loss: 0.442[[ 0.33257702]
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[[ 0.0539965 -0.15303551 0.05788047 ..., -0.14425798 0.1784022
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[ 0.0416715 0.04568104 0.10531138 ..., -0.24514727 -0.02738939
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[ 0.05419771 -0.027027 -0.07282045 ..., 0.03912369 0.34260841
0.19983976]]
Progress: 11.6% ... Training loss: 0.276 ... Validation loss: 0.446[[ 0.3508446 ]
[-0.27948015]
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0.11314275]
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[ 0.05439812 -0.02717508 -0.07328716 ..., 0.03906555 0.34318755
0.19925502]]
Progress: 11.6% ... Training loss: 0.296 ... Validation loss: 0.478[[ 0.32629162]
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[ 1.48291488]
[ 0.39293961]
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[[ 0.05405193 -0.15313238 0.05763262 ..., -0.14430568 0.17893441
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[ 0.04171158 0.04564252 0.10520186 ..., -0.24516179 -0.02712985
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[ 0.05383206 -0.02664943 -0.07206125 ..., 0.03922945 0.34222316
0.20056112]]
Progress: 11.6% ... Training loss: 0.292 ... Validation loss: 0.461[[ 0.34693949]
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[[ 0.05590755 -0.15483638 0.05336373 ..., -0.1449411 0.18363549
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[ 0.05475206 -0.02749206 -0.07437383 ..., 0.03893156 0.34468815
0.19799665]]
Progress: 11.6% ... Training loss: 0.288 ... Validation loss: 0.469[[ 0.33336607]
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[[ 0.0554817 -0.15444211 0.05426422 ..., -0.14481135 0.1831703
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[ 0.05464025 -0.02737054 -0.07410052 ..., 0.03896162 0.34482685
0.19832793]]
Progress: 11.6% ... Training loss: 0.268 ... Validation loss: 0.439[[ 0.32825331]
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[[ 0.05501183 -0.15404045 0.05546919 ..., -0.14467781 0.18200721
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[ 0.05432019 -0.02707196 -0.07340722 ..., 0.03906436 0.34414143
0.19903754]]
Progress: 11.6% ... Training loss: 0.276 ... Validation loss: 0.446[[ 0.33710718]
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[[ 0.05591258 -0.15486242 0.05333139 ..., -0.14497598 0.18423576
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[ 0.05464067 -0.02736387 -0.07419849 ..., 0.03895576 0.34510107
0.19800387]]
Progress: 11.6% ... Training loss: 0.269 ... Validation loss: 0.438[[ 0.33947965]
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[[ 0.0563812 -0.15530285 0.052282 ..., -0.14511711 0.18519522
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[ 0.05500738 -0.02765626 -0.07502272 ..., 0.03885317 0.34599967
0.19697925]]
Progress: 11.6% ... Training loss: 0.273 ... Validation loss: 0.443[[ 0.32704635]
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[[ 0.055344 -0.15442642 0.05457546 ..., -0.14482203 0.18283375
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[ 0.04167723 0.04565202 0.10517144 ..., -0.24516668 -0.02714531
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[ 0.05432074 -0.02705332 -0.07353827 ..., 0.03905835 0.34464828
0.19861738]]
Progress: 11.6% ... Training loss: 0.278 ... Validation loss: 0.449[[ 0.34474369]
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[[ 0.05672898 -0.15572119 0.05136593 ..., -0.14528449 0.18638419
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[ 0.04178316 0.04555339 0.10491525 ..., -0.24520069 -0.02687807
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[ 0.05495272 -0.02763577 -0.07511884 ..., 0.03885712 0.34639455
0.19726807]]
Progress: 11.6% ... Training loss: 0.285 ... Validation loss: 0.454[[ 0.32629056]
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[[ 0.05537461 -0.15454444 0.05436699 ..., -0.14492397 0.18316491
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[ 0.0417552 0.04557946 0.10497772 ..., -0.24519343 -0.02695095
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[ 0.05434844 -0.02710666 -0.07391291 ..., 0.03902728 0.34528195
0.19863547]]
Progress: 11.6% ... Training loss: 0.278 ... Validation loss: 0.448[[ 0.34140331]
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[[ 0.05668772 -0.15577499 0.05128726 ..., -0.14532958 0.18621914
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[ 0.04173704 0.04559456 0.10502222 ..., -0.24518741 -0.02699975
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[ 0.05447772 -0.02723743 -0.07423101 ..., 0.03898444 0.34569307
0.19835471]]
Progress: 11.6% ... Training loss: 0.276 ... Validation loss: 0.443[[ 0.32425712]
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[[ 0.0555994 -0.15479003 0.05379885 ..., -0.14501576 0.18382085
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[ 0.04159354 0.04571333 0.10531961 ..., -0.24515049 -0.02730485
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[ 0.05403096 -0.02682169 -0.07325885 ..., 0.03911859 0.34489691
0.19942292]]
Progress: 11.6% ... Training loss: 0.284 ... Validation loss: 0.452[[ 0.33867815]
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[[ 0.05619504 -0.15536392 0.05246876 ..., -0.1452138 0.18538409
-0.20110767]
[ 0.04154723 0.04575461 0.10542631 ..., -0.24513618 -0.02743037
0.11364272]
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[ 0.05431236 -0.02708038 -0.07395626 ..., 0.03903402 0.34584933
0.19869919]]
Progress: 11.7% ... Training loss: 0.272 ... Validation loss: 0.437[[ 0.33711289]
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[[ 0.05582814 -0.15506503 0.05330114 ..., -0.14512402 0.18427696
-0.20009481]
[ 0.04154021 0.04576016 0.10544601 ..., -0.24513411 -0.02744773
0.11375231]
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[ 0.05481663 -0.02752319 -0.0751285 ..., 0.0388875 0.34703754
0.19751803]]
Progress: 11.7% ... Training loss: 0.268 ... Validation loss: 0.436[[ 0.33819464]
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[[ 0.0556665 -0.15490452 0.05383736 ..., -0.14507248 0.18410867
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[ 0.04162307 0.04568847 0.10525519 ..., -0.24515848 -0.02723364
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[ 0.05456286 -0.02725321 -0.07445437 ..., 0.03897931 0.34685817
0.19816632]]
Progress: 11.7% ... Training loss: 0.270 ... Validation loss: 0.437[[ 0.3361799 ]
[-0.29250476]
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[[ 0.05579975 -0.15504752 0.05365605 ..., -0.14513932 0.1843629
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0.11377774]
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[ 0.05451653 -0.02718752 -0.07433584 ..., 0.03899627 0.34681994
0.19827822]]
Progress: 11.7% ... Training loss: 0.268 ... Validation loss: 0.434[[ 0.33233786]
[-0.29633936]
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[ 1.51074833]
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[[ 0.05571259 -0.15497975 0.05388571 ..., -0.1451253 0.18407218
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[ 0.0413611 0.04592273 0.10578122 ..., -0.24508001 -0.02786491
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[ 0.05473198 -0.02737369 -0.07484142 ..., 0.03893669 0.34724991
0.1977367 ]]
Progress: 11.7% ... Training loss: 0.270 ... Validation loss: 0.435[[ 0.32974065]
[-0.29976687]
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[ 1.50168051]
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[[ 0.05489213 -0.15424233 0.05584057 ..., -0.14487183 0.1822607
-0.1978247 ]
[ 0.04147023 0.04582125 0.10553873 ..., -0.24511401 -0.0275882
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[ 0.05490091 -0.02755114 -0.0752483 ..., 0.03887289 0.34784567
0.19736992]]
Progress: 11.7% ... Training loss: 0.277 ... Validation loss: 0.443[[ 0.3476523 ]
[-0.28448976]
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[ 0.41186731]
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[[ 0.05634344 -0.15552145 0.05255808 ..., -0.14533247 0.18567171
-0.2013925 ]
[ 0.04167859 0.04563594 0.10507323 ..., -0.24518041 -0.02700219
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[ 0.0553721 -0.02800541 -0.07638452 ..., 0.03871827 0.34899288
0.19613993]]
Progress: 11.7% ... Training loss: 0.290 ... Validation loss: 0.464[[ 0.33311238]
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[[ 0.05476975 -0.1542131 0.05596219 ..., -0.14492763 0.18197106
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[ 0.04125615 0.04596643 0.10598828 ..., -0.24508279 -0.02790664
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[ 0.05484689 -0.02753343 -0.07526134 ..., 0.03885989 0.34790706
0.19717168]]
Progress: 11.7% ... Training loss: 0.270 ... Validation loss: 0.436[[ 0.33939497]
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[[ 0.05581119 -0.15519746 0.05358373 ..., -0.1452619 0.18451507
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[ 0.04145133 0.04578359 0.10553502 ..., -0.2451417 -0.02737999
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[ 0.05505101 -0.02772504 -0.07572909 ..., 0.03879916 0.34852792
0.19667195]]
Progress: 11.7% ... Training loss: 0.268 ... Validation loss: 0.438[[ 0.33740086]
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[[ 0.05570631 -0.15509436 0.05390895 ..., -0.14522539 0.18436809
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[ 0.04163403 0.04562732 0.10515547 ..., -0.24519458 -0.02690146
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[ 0.05502885 -0.02771373 -0.07568578 ..., 0.03880121 0.34851206
0.19667631]]
Progress: 11.7% ... Training loss: 0.268 ... Validation loss: 0.436[[ 0.33276133]
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[[ 0.05573827 -0.15508496 0.05390024 ..., -0.1452235 0.18461032
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[ 0.04146215 0.04577459 0.1055533 ..., -0.24514398 -0.02729173
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[ 0.05448249 -0.0272094 -0.07442348 ..., 0.03896771 0.34780659
0.19788764]]
Progress: 11.7% ... Training loss: 0.271 ... Validation loss: 0.436[[ 0.34172285]
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[[ 0.05616645 -0.15544375 0.05298768 ..., -0.14534253 0.18563729
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[ 0.04175296 0.04551268 0.10488496 ..., -0.24523189 -0.02659441
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[ 0.05525031 -0.02788732 -0.0761362 ..., 0.03873321 0.34965134
0.19605438]]
Progress: 11.7% ... Training loss: 0.270 ... Validation loss: 0.442[[ 0.33516726]
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[[ 0.05548358 -0.1548532 0.05447031 ..., -0.1451606 0.18394159
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[ 0.04184057 0.04544109 0.10469375 ..., -0.24525691 -0.02637045
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[ 0.05499798 -0.02764913 -0.07555224 ..., 0.03880487 0.34916379
0.19671514]]
Progress: 11.7% ... Training loss: 0.269 ... Validation loss: 0.436[[ 0.33554402]
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[[ 0.05502003 -0.15442399 0.05554635 ..., -0.14501098 0.18299584
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[ 0.04178436 0.04548667 0.10480242 ..., -0.2452433 -0.02648567
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[ 0.05507448 -0.02770987 -0.0758191 ..., 0.03878249 0.34963224
0.19660205]]
Progress: 11.7% ... Training loss: 0.269 ... Validation loss: 0.436[[ 0.34874286]
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[[ 0.05603612 -0.15534904 0.05321299 ..., -0.14529029 0.18517888
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[ 0.04171476 0.04554768 0.10496569 ..., -0.24522329 -0.02666233
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[ 0.05555947 -0.02815541 -0.07697164 ..., 0.03864253 0.35092093
0.19531952]]
Progress: 11.7% ... Training loss: 0.283 ... Validation loss: 0.455[[ 0.33240074]
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[ 0.04167423 0.04557782 0.10505274 ..., -0.24521314 -0.02676292
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[ 0.05520608 -0.02784137 -0.07625788 ..., 0.03873963 0.3500821
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Progress: 11.8% ... Training loss: 0.275 ... Validation loss: 0.438[[ 0.33268604]
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[ 0.39803826]
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[[ 0.05406789 -0.15360354 0.05766484 ..., -0.144743 0.18086856
-0.19646762]
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0.19607806]]
Progress: 11.8% ... Training loss: 0.274 ... Validation loss: 0.438[[ 0.33764943]
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[[ 0.05414234 -0.15369954 0.05751147 ..., -0.14477967 0.18120752
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[ 0.04168893 0.04556638 0.10497357 ..., -0.24521713 -0.02671925
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[ 0.0552978 -0.02792196 -0.07651105 ..., 0.03870661 0.35052301
0.19567885]]
Progress: 11.8% ... Training loss: 0.269 ... Validation loss: 0.435[[ 0.33839936]
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[ 1.51119759]
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[[ 0.05418903 -0.15374551 0.05749278 ..., -0.14480065 0.1813401
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[ 0.0549895 -0.02763093 -0.07581075 ..., 0.03880406 0.34994798
0.19633296]]
Progress: 11.8% ... Training loss: 0.268 ... Validation loss: 0.436[[ 0.33564556]
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[[ 0.05336382 -0.15303537 0.05943478 ..., -0.14454354 0.17925209
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[ 0.04181725 0.04545925 0.10469221 ..., -0.24525282 -0.02640556
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[ 0.0546082 -0.0272848 -0.07488804 ..., 0.03891579 0.34926531
0.19723526]]
Progress: 11.8% ... Training loss: 0.275 ... Validation loss: 0.444[[ 0.35222345]
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[ 0.4109472 ]
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[[ 0.0548239 -0.15438205 0.05607922 ..., -0.14500467 0.18265032
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[ 0.04230794 0.04501356 0.10356864 ..., -0.24540352 -0.02513908
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[ 0.05551405 -0.02811157 -0.07706844 ..., 0.0386256 0.3517108
0.19498342]]
Progress: 11.8% ... Training loss: 0.284 ... Validation loss: 0.461[[ 0.33049518]
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[[ 0.05263243 -0.15259611 0.06081709 ..., -0.14442586 0.17742272
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[ 0.04221887 0.0450808 0.10376684 ..., -0.24537964 -0.02533151
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[ 0.05538544 -0.0279845 -0.07684574 ..., 0.03866999 0.35174606
0.19531319]]
Progress: 11.8% ... Training loss: 0.296 ... Validation loss: 0.461[[ 0.34718344]
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[[ 0.05394133 -0.15380292 0.05762916 ..., -0.14486799 0.18094189
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[ 0.04245912 0.04485607 0.10318661 ..., -0.24545372 -0.02471215
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[ 0.05546076 -0.02804403 -0.07703446 ..., 0.03864818 0.35197701
0.19508883]]
Progress: 11.8% ... Training loss: 0.273 ... Validation loss: 0.449[[ 0.33762089]
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[[ 0.05345697 -0.15339397 0.05888173 ..., -0.14474119 0.17992312
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[ 0.0547769 -0.02744604 -0.07541936 ..., 0.03884477 0.35080578
0.19677067]]
Progress: 11.8% ... Training loss: 0.273 ... Validation loss: 0.445[[ 0.34947422]
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[[ 0.05459161 -0.15441813 0.05625851 ..., -0.14509118 0.18256664
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[ 0.0550405 -0.02767399 -0.07599514 ..., 0.03876812 0.35148252
0.19609701]]
Progress: 11.8% ... Training loss: 0.279 ... Validation loss: 0.456[[ 0.34718804]
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[[ 0.05504705 -0.15479937 0.05520657 ..., -0.14521762 0.18355384
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[ 0.04285902 0.04451467 0.10225116 ..., -0.24556302 -0.02367355
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[ 0.05491304 -0.02753212 -0.0756954 ..., 0.038815 0.35137311
0.19644741]]
Progress: 11.8% ... Training loss: 0.275 ... Validation loss: 0.448[[ 0.33486515]
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[[ 0.05390067 -0.15384487 0.05777408 ..., -0.1448996 0.18072941
-0.195887 ]
[ 0.04251117 0.04481811 0.10289911 ..., -0.24546762 -0.02447174
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[ 0.05519142 -0.02776738 -0.0762948 ..., 0.03874195 0.35205764
0.19591462]]
Progress: 11.8% ... Training loss: 0.276 ... Validation loss: 0.444[[ 0.3483155 ]
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[[ 0.05467867 -0.15454071 0.05616456 ..., -0.14513701 0.18285012
-0.19768078]
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[ 0.05545036 -0.02801333 -0.07689498 ..., 0.03866276 0.35292309
0.19530822]]
Progress: 11.8% ... Training loss: 0.276 ... Validation loss: 0.454[[ 0.33112149]
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[[ 0.05230923 -0.15253763 0.06149879 ..., -0.14450215 0.17717619
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[ 0.0425379 0.04480791 0.10284106 ..., -0.24547419 -0.02432944
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[ 0.05535171 -0.02792254 -0.07670544 ..., 0.03869532 0.35294122
0.19556458]]
Progress: 11.8% ... Training loss: 0.293 ... Validation loss: 0.456[[ 0.35708929]
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[[ 0.05457429 -0.15464047 0.05609479 ..., -0.14525793 0.18258103
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[ 0.04261669 0.04474138 0.10264982 ..., -0.24549809 -0.02411401
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[ 0.0555834 -0.02813887 -0.07721386 ..., 0.03861671 0.35351155
0.19493443]]
Progress: 11.8% ... Training loss: 0.301 ... Validation loss: 0.494[[ 0.32560205]
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[[ 0.05219278 -0.15271856 0.06119094 ..., -0.14465614 0.1767811
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Progress: 11.9% ... Training loss: 0.323 ... Validation loss: 0.479[[ 0.34879412]
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[[ 0.05371678 -0.1541985 0.05756553 ..., -0.1452047 0.18077065
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[ 0.04230348 0.04496882 0.10321276 ..., -0.24543486 -0.02477639
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Progress: 11.9% ... Training loss: 0.275 ... Validation loss: 0.455[[ 0.33310559]
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[[ 0.05200667 -0.15273353 0.06149359 ..., -0.14472027 0.17674338
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0.19520608]]
Progress: 11.9% ... Training loss: 0.280 ... Validation loss: 0.448[[ 0.35235152]
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[ 0.05625719 -0.02870891 -0.07875561 ..., 0.03840805 0.35604243
0.19307294]]
Progress: 11.9% ... Training loss: 0.289 ... Validation loss: 0.473[[ 0.34381221]
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[ 0.04231773 0.0449562 0.10313142 ..., -0.2454478 -0.02470478
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0.19236367]]
Progress: 11.9% ... Training loss: 0.268 ... Validation loss: 0.444[[ 0.34838402]
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0.19295347]]
Progress: 11.9% ... Training loss: 0.275 ... Validation loss: 0.455[[ 0.34861616]
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[[ 0.05397151 -0.15446274 0.05745869 ..., -0.14527898 0.18117402
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[ 0.04219569 0.04506534 0.10336551 ..., -0.24541127 -0.02497726
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0.19145792]]
Progress: 11.9% ... Training loss: 0.277 ... Validation loss: 0.453[[ 0.33678247]
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Progress: 11.9% ... Training loss: 0.270 ... Validation loss: 0.438[[ 0.34988668]
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[ 0.05720259 -0.02950028 -0.08102021 ..., 0.03815769 0.35961155
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Progress: 11.9% ... Training loss: 0.284 ... Validation loss: 0.455[[ 0.33925021]
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[ 0.05695169 -0.02925582 -0.08048227 ..., 0.03823462 0.35935666
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Progress: 11.9% ... Training loss: 0.269 ... Validation loss: 0.436[[ 0.33173328]
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[ 0.05642418 -0.0287665 -0.07916981 ..., 0.03840777 0.35829783
0.19291824]]
Progress: 11.9% ... Training loss: 0.286 ... Validation loss: 0.450[[ 0.34008956]
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Progress: 11.9% ... Training loss: 0.269 ... Validation loss: 0.432[[ 0.34142983]
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[ 0.05695847 -0.02919095 -0.0804233 ..., 0.03827738 0.3600986
0.19125904]]
Progress: 11.9% ... Training loss: 0.268 ... Validation loss: 0.433[[ 0.33939482]
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[[ 0.0544196 -0.15499445 0.05671768 ..., -0.14543875 0.18291724
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[ 0.0567259 -0.02897873 -0.07979109 ..., 0.0383463 0.35987195
0.19184443]]
Progress: 11.9% ... Training loss: 0.268 ... Validation loss: 0.436[[ 0.33152372]
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0.19147827]]
Progress: 11.9% ... Training loss: 0.280 ... Validation loss: 0.448[[ 0.34803929]
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Progress: 12.0% ... Training loss: 0.278 ... Validation loss: 0.450[[ 0.3431911 ]
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Progress: 12.0% ... Training loss: 0.269 ... Validation loss: 0.437[[ 0.33131195]
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Progress: 12.0% ... Training loss: 0.279 ... Validation loss: 0.444[[ 0.35079989]
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-0.19851337]
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[ 0.05689491 -0.02914394 -0.08052253 ..., 0.0382736 0.36110463
0.19082638]]
Progress: 12.0% ... Training loss: 0.287 ... Validation loss: 0.457[[ 0.3367503 ]
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Progress: 12.0% ... Training loss: 0.269 ... Validation loss: 0.435[[ 0.34355193]
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[ 0.05595302 -0.02833936 -0.07840991 ..., 0.03852505 0.35923678
0.192931 ]]
Progress: 12.0% ... Training loss: 0.269 ... Validation loss: 0.437[[ 0.34048878]
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[ 0.05597412 -0.02834324 -0.07843905 ..., 0.03852345 0.35940398
0.192856 ]]
Progress: 12.0% ... Training loss: 0.267 ... Validation loss: 0.435[[ 0.35288914]
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Progress: 12.0% ... Training loss: 0.293 ... Validation loss: 0.466[[ 0.33086083]
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0.19178385]]
Progress: 12.0% ... Training loss: 0.280 ... Validation loss: 0.440[[ 0.34088728]
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[ 0.05604606 -0.02835185 -0.07853954 ..., 0.03852144 0.36025992
0.19262246]]
Progress: 12.0% ... Training loss: 0.266 ... Validation loss: 0.436[[ 0.34091954]
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0.19244829]]
Progress: 12.0% ... Training loss: 0.266 ... Validation loss: 0.438[[ 0.35051791]
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[[ 0.05425007 -0.1550496 0.05742611 ..., -0.14553521 0.18230375
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[ 0.04160285 0.04557804 0.10466929 ..., -0.2452307 -0.02609759
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Progress: 12.0% ... Training loss: 0.283 ... Validation loss: 0.462[[ 0.33583492]
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[[ 0.0534319 -0.15436259 0.05916628 ..., -0.14532715 0.18042487
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[ 0.05651237 -0.02875579 -0.07964805 ..., 0.03837668 0.36176899
0.19154006]]
Progress: 12.0% ... Training loss: 0.269 ... Validation loss: 0.434[[ 0.34605324]
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[[ 0.05402519 -0.15490499 0.05783845 ..., -0.14551014 0.1818093
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[ 0.0571055 -0.02927747 -0.08098746 ..., 0.03819787 0.36314861
0.19004938]]
Progress: 12.0% ... Training loss: 0.273 ... Validation loss: 0.445[[ 0.33793626]
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[[ 0.05335852 -0.15433809 0.05940923 ..., -0.14530522 0.18007751
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[ 0.05745749 -0.02957236 -0.0817282 ..., 0.03810139 0.36400646
0.18908781]]
Progress: 12.0% ... Training loss: 0.268 ... Validation loss: 0.437[[ 0.33942639]
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[ 0.041856 0.04537108 0.1040985 ..., -0.24529836 -0.02543235
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[ 0.05767929 -0.02975414 -0.08227708 ..., 0.0380354 0.36458636
0.18849515]]
Progress: 12.1% ... Training loss: 0.267 ... Validation loss: 0.437[[ 0.34112682]
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0.18800609]]
Progress: 12.1% ... Training loss: 0.267 ... Validation loss: 0.439[[ 0.35315929]
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Progress: 12.1% ... Training loss: 0.293 ... Validation loss: 0.470[[ 0.33192204]
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Progress: 12.1% ... Training loss: 0.278 ... Validation loss: 0.441[[ 0.33363805]
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0.18860675]]
Progress: 12.1% ... Training loss: 0.273 ... Validation loss: 0.439[[ 0.35189426]
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[ 0.05816967 -0.03023053 -0.08340834 ..., 0.03786669 0.36645138
0.18703007]]
Progress: 12.1% ... Training loss: 0.292 ... Validation loss: 0.468[[ 0.33132579]
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0.18803463]]
Progress: 12.1% ... Training loss: 0.282 ... Validation loss: 0.445[[ 0.34170936]
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Progress: 12.1% ... Training loss: 0.268 ... Validation loss: 0.445[[ 0.34187928]
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Progress: 12.1% ... Training loss: 0.267 ... Validation loss: 0.443[[ 0.33528302]
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0.18878643]]
Progress: 12.1% ... Training loss: 0.271 ... Validation loss: 0.441[[ 0.34060927]
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Progress: 12.1% ... Training loss: 0.267 ... Validation loss: 0.441[[ 0.33973697]
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Progress: 12.1% ... Training loss: 0.267 ... Validation loss: 0.441[[ 0.34089903]
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Progress: 12.1% ... Training loss: 0.268 ... Validation loss: 0.446[[ 0.34121545]
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[ 0.05734604 -0.02943093 -0.08154691 ..., 0.03811239 0.36558872
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Progress: 12.1% ... Training loss: 0.268 ... Validation loss: 0.444[[ 0.34071039]
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Progress: 12.1% ... Training loss: 0.267 ... Validation loss: 0.442[[ 0.33255864]
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Progress: 12.2% ... Training loss: 0.274 ... Validation loss: 0.440[[ 0.34794322]
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0.18915664]]
Progress: 12.2% ... Training loss: 0.280 ... Validation loss: 0.458[[ 0.33253867]
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Progress: 12.2% ... Training loss: 0.277 ... Validation loss: 0.443[[ 0.33717445]
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0.18912883]]
Progress: 12.2% ... Training loss: 0.267 ... Validation loss: 0.436[[ 0.3412618 ]
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[ 0.05702918 -0.02915352 -0.08107675 ..., 0.03822047 0.36600972
0.18937054]]
Progress: 12.2% ... Training loss: 0.267 ... Validation loss: 0.438[[ 0.3374286 ]
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[ 0.05702794 -0.02912372 -0.08099698 ..., 0.03823039 0.36631578
0.18930649]]
Progress: 12.2% ... Training loss: 0.266 ... Validation loss: 0.434[[ 0.34190797]
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[[ 0.05372013 -0.1549556 0.05873653 ..., -0.14563657 0.181785 -0.1953152 ]
[ 0.04202074 0.045212 0.10343682 ..., -0.24536416 -0.02443232
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[ 0.05764679 -0.0296647 -0.08241877 ..., 0.03804447 0.36783809
0.18773503]]
Progress: 12.2% ... Training loss: 0.269 ... Validation loss: 0.435[[ 0.34670484]
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Progress: 12.2% ... Training loss: 0.277 ... Validation loss: 0.442[[ 0.33043089]
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[ 0.0574892 -0.0294912 -0.08209249 ..., 0.03810764 0.36775421
0.18822945]]
Progress: 12.2% ... Training loss: 0.280 ... Validation loss: 0.440[[ 0.34166492]
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[ 0.05778879 -0.0297599 -0.08275643 ..., 0.03801828 0.36856926
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Progress: 12.2% ... Training loss: 0.266 ... Validation loss: 0.435[[ 0.33494601]
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0.18790402]]
Progress: 12.2% ... Training loss: 0.270 ... Validation loss: 0.436[[ 0.33969926]
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Progress: 12.2% ... Training loss: 0.267 ... Validation loss: 0.434[[ 0.33350804]
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[ 0.05784633 -0.02978363 -0.0829824 ..., 0.03801144 0.36910911
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Progress: 12.2% ... Training loss: 0.273 ... Validation loss: 0.437[[ 0.33944864]
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Progress: 12.2% ... Training loss: 0.267 ... Validation loss: 0.433[[ 0.33415243]
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0.18836287]]
Progress: 12.2% ... Training loss: 0.271 ... Validation loss: 0.434[[ 0.34006507]
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[[ 0.05288998 -0.15421265 0.06067553 ..., -0.14540605 0.18096179
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[ 0.04111963 0.04598285 0.10534312 ..., -0.24510639 -0.02636093
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[ 0.05720304 -0.02911 -0.08151884 ..., 0.03821135 0.36820379
0.18822313]]
Progress: 12.3% ... Training loss: 0.267 ... Validation loss: 0.432[[ 0.34649428]
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[ 0.0576424 -0.02949723 -0.08252093 ..., 0.03808362 0.36934691
0.18718502]]
Progress: 12.3% ... Training loss: 0.276 ... Validation loss: 0.439[[ 0.34010812]
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[ 0.39603861]
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[[ 0.05335292 -0.15467381 0.05958311 ..., -0.14555652 0.18184305
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[ 0.04055217 0.04647071 0.10650111 ..., -0.24494243 -0.02771253
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[ 0.05749875 -0.02937464 -0.08225259 ..., 0.03812394 0.36904011
0.18741269]]
Progress: 12.3% ... Training loss: 0.268 ... Validation loss: 0.429[[ 0.34145334]
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[[ 0.05357304 -0.1548799 0.05926902 ..., -0.14564691 0.1827183
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[ 0.05732573 -0.02922302 -0.08183124 ..., 0.03817344 0.36876105
0.1878075 ]]
Progress: 12.3% ... Training loss: 0.266 ... Validation loss: 0.430[[ 0.34817592]
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[ 0.04099868 0.04608185 0.10552544 ..., -0.24507842 -0.02651759
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[ 0.05755544 -0.02942109 -0.08228951 ..., 0.0381022 0.36933906
0.18727063]]
Progress: 12.3% ... Training loss: 0.270 ... Validation loss: 0.442[[ 0.34263667]
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-0.1952905 ]
[ 0.04074886 0.04628911 0.10604164 ..., -0.24500913 -0.0271069
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[ 0.05744535 -0.02931656 -0.08204475 ..., 0.03813604 0.36923753
0.1875464 ]]
Progress: 12.3% ... Training loss: 0.266 ... Validation loss: 0.435[[ 0.3370711 ]
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[ 0.05717289 -0.02906144 -0.08140776 ..., 0.03823058 0.3687976
0.1878924 ]]
Progress: 12.3% ... Training loss: 0.272 ... Validation loss: 0.438[[ 0.35329244]
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[[ 0.05454294 -0.15578284 0.05725409 ..., -0.14596607 0.18515317
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[ 0.04081641 0.04623467 0.10582601 ..., -0.2450289 -0.02687988
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[ 0.0574901 -0.02932493 -0.08207835 ..., 0.03813791 0.36952709
0.18704127]]
Progress: 12.3% ... Training loss: 0.281 ... Validation loss: 0.454[[ 0.33825787]
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[[ 0.05342562 -0.15486852 0.05969853 ..., -0.14564306 0.18257874
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[ 0.05727258 -0.0291462 -0.08159316 ..., 0.03820067 0.36901881
0.18750329]]
Progress: 12.3% ... Training loss: 0.272 ... Validation loss: 0.438[[ 0.33820422]
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[[ 0.05317906 -0.1546862 0.06023622 ..., -0.14557271 0.18208854
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[ 0.05686129 -0.02876757 -0.08066884 ..., 0.03833171 0.36800246
0.18833739]]
Progress: 12.3% ... Training loss: 0.272 ... Validation loss: 0.440[[ 0.34506927]
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[ 0.04072787 0.04630777 0.10600919 ..., -0.24500163 -0.02710304
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[ 0.05703562 -0.02891474 -0.08112321 ..., 0.03828662 0.3685598
0.18777745]]
Progress: 12.3% ... Training loss: 0.266 ... Validation loss: 0.438[[ 0.33895715]
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[ 0.05725504 -0.02910141 -0.08157945 ..., 0.0382246 0.36920672
0.18724711]]
Progress: 12.3% ... Training loss: 0.269 ... Validation loss: 0.437[[ 0.34147488]
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[ 0.0568558 -0.02873558 -0.08064893 ..., 0.03835372 0.36869565
0.18834524]]
Progress: 12.3% ... Training loss: 0.267 ... Validation loss: 0.439[[ 0.35356746]
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[ 0.05785622 -0.02958363 -0.08291304 ..., 0.03804461 0.37126402
0.18585962]]
Progress: 12.3% ... Training loss: 0.287 ... Validation loss: 0.472[[ 0.34426576]
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[[ 0.05416721 -0.15550497 0.05810489 ..., -0.14586322 0.18447483
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[ 0.05784502 -0.029566 -0.08285009 ..., 0.03804749 0.37145476
0.18606081]]
Progress: 12.3% ... Training loss: 0.266 ... Validation loss: 0.440[[ 0.34436651]
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[[ 0.05420442 -0.15553304 0.05819763 ..., -0.14586593 0.18449097
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[ 0.05741029 -0.02919302 -0.0818516 ..., 0.0381766 0.37062808
0.18715896]]
Progress: 12.4% ... Training loss: 0.267 ... Validation loss: 0.443[[ 0.34472128]
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[ 0.05833614 -0.02996448 -0.08389336 ..., 0.03791643 0.37289071
0.18484569]]
Progress: 12.4% ... Training loss: 0.268 ... Validation loss: 0.444[[ 0.34666317]
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Progress: 12.4% ... Training loss: 0.272 ... Validation loss: 0.448[[ 0.33766611]
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Progress: 12.4% ... Training loss: 0.267 ... Validation loss: 0.433[[ 0.34599632]
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0.18321868]]
Progress: 12.4% ... Training loss: 0.273 ... Validation loss: 0.441[[ 0.34428515]
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Progress: 12.4% ... Training loss: 0.267 ... Validation loss: 0.437[[ 0.34683543]
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0.18248612]]
Progress: 12.4% ... Training loss: 0.270 ... Validation loss: 0.442[[ 0.33765641]
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0.18185238]]
Progress: 12.4% ... Training loss: 0.270 ... Validation loss: 0.434[[ 0.33489755]
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Progress: 12.4% ... Training loss: 0.278 ... Validation loss: 0.439[[ 0.35214485]
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0.18282075]]
Progress: 12.4% ... Training loss: 0.279 ... Validation loss: 0.459[[ 0.33848073]
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Progress: 12.4% ... Training loss: 0.269 ... Validation loss: 0.435[[ 0.33949985]
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Progress: 12.4% ... Training loss: 0.266 ... Validation loss: 0.435[[ 0.34245143]
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Progress: 12.4% ... Training loss: 0.265 ... Validation loss: 0.438[[ 0.34551379]
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0.18194138]]
Progress: 12.4% ... Training loss: 0.267 ... Validation loss: 0.441[[ 0.34338789]
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Progress: 12.4% ... Training loss: 0.266 ... Validation loss: 0.437[[ 0.33928358]
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Progress: 12.5% ... Training loss: 0.265 ... Validation loss: 0.432[[ 0.33179938]
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Progress: 12.5% ... Training loss: 0.274 ... Validation loss: 0.437[[ 0.3435071 ]
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0.18511362]]
Progress: 12.5% ... Training loss: 0.268 ... Validation loss: 0.438[[ 0.33322103]
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[[ 0.05344028 -0.1548915 0.06021261 ..., -0.14574058 0.1844281
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0.18725487]]
Progress: 12.5% ... Training loss: 0.270 ... Validation loss: 0.435[[ 0.3477344 ]
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0.1856812 ]]
Progress: 12.5% ... Training loss: 0.281 ... Validation loss: 0.447[[ 0.32904597]
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[[ 0.05317203 -0.15478204 0.06070545 ..., -0.14575583 0.18379126
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0.18701375]]
Progress: 12.5% ... Training loss: 0.282 ... Validation loss: 0.446[[ 0.34038082]
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[[ 0.05389872 -0.15545736 0.05892242 ..., -0.1460047 0.18571885
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[ 0.04029984 0.04664297 0.1067101 ..., -0.24493096 -0.02706028
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0.18750724]]
Progress: 12.5% ... Training loss: 0.266 ... Validation loss: 0.432[[ 0.33616311]
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[ 0.04031684 0.04662785 0.1066676 ..., -0.24493534 -0.02702385
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[ 0.05586695 -0.02759698 -0.07841118 ..., 0.03872351 0.37087202
0.18941913]]
Progress: 12.5% ... Training loss: 0.267 ... Validation loss: 0.433[[ 0.33289394]
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0.19017533]]
Progress: 12.5% ... Training loss: 0.273 ... Validation loss: 0.438[[ 0.34948877]
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0.18980455]]
Progress: 12.5% ... Training loss: 0.280 ... Validation loss: 0.456[[ 0.34000638]
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0.18949425]]
Progress: 12.5% ... Training loss: 0.265 ... Validation loss: 0.433[[ 0.35445208]
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[ 0.05608117 -0.02772063 -0.07896156 ..., 0.03868659 0.37211627
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Progress: 12.5% ... Training loss: 0.301 ... Validation loss: 0.480[[ 0.32636854]
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Progress: 12.5% ... Training loss: 0.300 ... Validation loss: 0.458[[ 0.35629199]
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[[ 0.05503252 -0.15684563 0.05608589 ..., -0.14663058 0.18960332
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Progress: 12.5% ... Training loss: 0.306 ... Validation loss: 0.490[[ 0.33224595]
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[[ 0.05309135 -0.15525384 0.06036342 ..., -0.14611183 0.18485859
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0.19100312]]
Progress: 12.5% ... Training loss: 0.278 ... Validation loss: 0.440[[ 0.34391433]
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0.18873151]]
Progress: 12.6% ... Training loss: 0.267 ... Validation loss: 0.439[[ 0.34383255]
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[ 0.04054601 0.04642579 0.10614538 ..., -0.24502146 -0.026157
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Progress: 12.6% ... Training loss: 0.266 ... Validation loss: 0.439[[ 0.34262331]
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Progress: 12.6% ... Training loss: 0.266 ... Validation loss: 0.437[[ 0.34107365]
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Progress: 12.6% ... Training loss: 0.266 ... Validation loss: 0.432[[ 0.3540503 ]
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0.18891001]]
Progress: 12.6% ... Training loss: 0.298 ... Validation loss: 0.470[[ 0.33037078]
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[ 0.04025553 0.04666547 0.10680322 ..., -0.24494375 -0.02674813
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[ 0.05551153 -0.02726165 -0.07816795 ..., 0.03881596 0.37277336
0.18921269]]
Progress: 12.6% ... Training loss: 0.286 ... Validation loss: 0.444[[ 0.34497329]
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[[ 0.05528776 -0.15735433 0.05524984 ..., -0.14692739 0.1905726
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[ 0.05588818 -0.02760451 -0.0790703 ..., 0.03868844 0.37396209
0.18844831]]
Progress: 12.6% ... Training loss: 0.268 ... Validation loss: 0.437[[ 0.34056173]
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[ 0.05562011 -0.02736241 -0.07840028 ..., 0.03877751 0.37345261
0.18909583]]
Progress: 12.6% ... Training loss: 0.265 ... Validation loss: 0.432[[ 0.3446402 ]
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[ 0.0552842 -0.0270555 -0.07770342 ..., 0.03888523 0.37270195
0.18989526]]
Progress: 12.6% ... Training loss: 0.267 ... Validation loss: 0.439[[ 0.34218301]
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[ 0.05519849 -0.02695784 -0.07750845 ..., 0.03890982 0.37255392
0.1900287 ]]
Progress: 12.6% ... Training loss: 0.265 ... Validation loss: 0.434[[ 0.34089525]
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[[ 0.05511554 -0.15726527 0.05548197 ..., -0.14690374 0.19030606
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[ 0.0557242 -0.02742288 -0.07875956 ..., 0.03874377 0.37385798
0.18859456]]
Progress: 12.6% ... Training loss: 0.265 ... Validation loss: 0.432[[ 0.34104606]
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Progress: 12.6% ... Training loss: 0.266 ... Validation loss: 0.432[[ 0.33880586]
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Progress: 12.6% ... Training loss: 0.267 ... Validation loss: 0.433[[ 0.34799871]
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[ 0.05568785 -0.02736114 -0.07870443 ..., 0.03876651 0.37444606
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Progress: 12.6% ... Training loss: 0.273 ... Validation loss: 0.440[[ 0.33537055]
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Progress: 12.6% ... Training loss: 0.274 ... Validation loss: 0.435[[ 0.35713572]
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[ 0.0560599 -0.02768567 -0.07962906 ..., 0.03864447 0.3758742
0.18804749]]
Progress: 12.7% ... Training loss: 0.311 ... Validation loss: 0.473[[ 0.32692572]
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[ 0.04052425 0.04641175 0.10606033 ..., -0.24504479 -0.02578618
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Progress: 12.7% ... Training loss: 0.308 ... Validation loss: 0.465[[ 0.35111321]
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[ 0.04052425 0.04641175 0.10606033 ..., -0.24504479 -0.02578618
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[ 0.05631206 -0.02802748 -0.0805156 ..., 0.03849735 0.37674688
0.18710952]]
Progress: 12.7% ... Training loss: 0.276 ... Validation loss: 0.448[[ 0.3397434 ]
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[[ 0.053544 -0.15629794 0.05840716 ..., -0.14676149 0.18812276
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[ 0.04046011 0.04646651 0.10622052 ..., -0.24502735 -0.02595144
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[ 0.05629377 -0.02800663 -0.08052453 ..., 0.03849813 0.37673147
0.18710661]]
Progress: 12.7% ... Training loss: 0.266 ... Validation loss: 0.431[[ 0.33861577]
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[[ 0.05363973 -0.15638043 0.05826201 ..., -0.14678596 0.1881862
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[ 0.04034595 0.0465638 0.10644637 ..., -0.24499137 -0.02623164
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[ 0.05674413 -0.02838401 -0.08156165 ..., 0.0383601 0.37805588
0.18599532]]
Progress: 12.7% ... Training loss: 0.268 ... Validation loss: 0.434[[ 0.34277454]
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[ 0.39297334]
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[[ 0.05435942 -0.1570065 0.05664287 ..., -0.14700392 0.18999497
-0.19743884]
[ 0.04037761 0.04653248 0.10633694 ..., -0.24499934 -0.02613656
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[ 0.05716579 -0.02875709 -0.0824306 ..., 0.03822377 0.37913376
0.18495751]]
Progress: 12.7% ... Training loss: 0.266 ... Validation loss: 0.431[[ 0.33353753]
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[ 1.54364525]
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[[ 0.05366864 -0.15640094 0.05823833 ..., -0.14678846 0.18819907
-0.19588146]
[ 0.0402942 0.04660395 0.10651718 ..., -0.24497714 -0.02631109
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-0.24658449]
[ 0.05598443 -0.02771096 -0.07979662 ..., 0.03859074 0.37655003
0.18754075]]
Progress: 12.7% ... Training loss: 0.278 ... Validation loss: 0.441[[ 0.34820227]
[-0.29062922]
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[[ 0.05482534 -0.15745981 0.05559688 ..., -0.14719316 0.19108893
-0.19851583]
[ 0.04036659 0.04653942 0.10634098 ..., -0.24500179 -0.02613825
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[ 0.05622468 -0.0279525 -0.08034976 ..., 0.03850068 0.37713036
0.18696302]]
Progress: 12.7% ... Training loss: 0.273 ... Validation loss: 0.441[[ 0.33822637]
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[ 1.54785349]
[ 0.39045513]
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[[ 0.05322958 -0.15608462 0.05930507 ..., -0.14673049 0.18741118
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[ 0.04009076 0.04678366 0.10701978 ..., -0.24492768 -0.02682096
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[ 0.05605724 -0.02777808 -0.07995551 ..., 0.0385593 0.37718865
0.18735761]]
Progress: 12.7% ... Training loss: 0.267 ... Validation loss: 0.432[[ 0.35246303]
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[[ 0.05464913 -0.15736689 0.056138 ..., -0.14719226 0.19086693
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[ 0.05663342 -0.02830347 -0.08134415 ..., 0.03837827 0.37864324
0.1860439 ]]
Progress: 12.7% ... Training loss: 0.285 ... Validation loss: 0.450[[ 0.34034306]
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[[ 0.05413529 -0.15693533 0.05721953 ..., -0.14706675 0.18973439
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[ 0.04021067 0.04667292 0.10673983 ..., -0.24496412 -0.02654373
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[ 0.05615624 -0.02788699 -0.08039039 ..., 0.03851552 0.37774249
0.18702777]]
Progress: 12.7% ... Training loss: 0.266 ... Validation loss: 0.430[[ 0.34222833]
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[[ 0.05421297 -0.15704085 0.05714634 ..., -0.14707627 0.189973
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[ 0.04020252 0.04667346 0.10674684 ..., -0.24496472 -0.02650829
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[ 0.05625661 -0.02797464 -0.08059755 ..., 0.03848506 0.37806136
0.18677731]]
Progress: 12.7% ... Training loss: 0.265 ... Validation loss: 0.432[[ 0.35253693]
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[[ 0.05493365 -0.15767269 0.0555569 ..., -0.14730767 0.1914965
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[ 0.05710873 -0.02871216 -0.08249911 ..., 0.03822223 0.38019098
0.18470639]]
Progress: 12.7% ... Training loss: 0.278 ... Validation loss: 0.450[[ 0.33999804]
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[[ 0.05432051 -0.15716395 0.05684695 ..., -0.14713721 0.1901884
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[ 0.04032559 0.04658245 0.10648686 ..., -0.24499633 -0.02617989
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[ 0.05648814 -0.02815157 -0.08118425 ..., 0.03841371 0.37902143
0.18608032]]
Progress: 12.7% ... Training loss: 0.266 ... Validation loss: 0.431[[ 0.34012346]
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[[ 0.05397495 -0.15682974 0.05768378 ..., -0.14703501 0.18942393
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[ 0.04047294 0.04645707 0.10615587 ..., -0.24504234 -0.02580085
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[ 0.05649728 -0.02815951 -0.08126512 ..., 0.03840166 0.37905378
0.1859641 ]]
Progress: 12.7% ... Training loss: 0.267 ... Validation loss: 0.431[[ 0.3367467 ]
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[[ 0.05319346 -0.15611852 0.05955314 ..., -0.14678724 0.18741963
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[ 0.04049634 0.04643835 0.10609412 ..., -0.24504929 -0.02575183
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[ 0.05649572 -0.02816054 -0.08124761 ..., 0.03839689 0.37923465
0.18595718]]
Progress: 12.8% ... Training loss: 0.274 ... Validation loss: 0.438[[ 0.3421309 ]
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[[ 0.0528675 -0.15578502 0.06056885 ..., -0.14666757 0.1866605
-0.19385639]
[ 0.04033631 0.04658145 0.10635437 ..., -0.24499822 -0.02611229
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[ 0.05623955 -0.02791424 -0.08064322 ..., 0.03848467 0.37880896
0.18648635]]
Progress: 12.8% ... Training loss: 0.267 ... Validation loss: 0.437[[ 0.34716068]
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[[ 0.05391001 -0.15670137 0.05825318 ..., -0.14699106 0.18930064
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[ 0.04042809 0.04650135 0.10615209 ..., -0.24502672 -0.02587969
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[ 0.05712604 -0.02867027 -0.08266409 ..., 0.03821683 0.38120669
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Progress: 12.8% ... Training loss: 0.269 ... Validation loss: 0.442[[ 0.34276025]
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[ 0.39325717]
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[[ 0.05368884 -0.1565175 0.05879193 ..., -0.14692453 0.18859318
-0.19608903]
[ 0.04030236 0.04661447 0.10640231 ..., -0.24498769 -0.02615179
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[ 0.05719603 -0.02873817 -0.08281954 ..., 0.03819656 0.38150331
0.18416468]]
Progress: 12.8% ... Training loss: 0.266 ... Validation loss: 0.436[[ 0.35008442]
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[[ 0.05463958 -0.15737887 0.05669258 ..., -0.14720504 0.1907798
-0.19825163]
[ 0.04044284 0.04648935 0.10606509 ..., -0.24502857 -0.02576396
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-0.24909144]
[ 0.05724409 -0.02876625 -0.08288197 ..., 0.03819556 0.38179592
0.18408924]]
Progress: 12.8% ... Training loss: 0.274 ... Validation loss: 0.448[[ 0.34484898]
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[[ 0.05387943 -0.1567497 0.0584084 ..., -0.14697881 0.18884275
-0.19659173]
[ 0.04057963 0.04637404 0.10576902 ..., -0.24506522 -0.02540891
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-0.24898143]
[ 0.0573682 -0.02886054 -0.08313938 ..., 0.03817321 0.38216244
0.18376053]]
Progress: 12.8% ... Training loss: 0.266 ... Validation loss: 0.436[[ 0.3444152 ]
[-0.29355823]
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[ 0.04065321 0.04631089 0.1056148 ..., -0.24508819 -0.02521323
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-0.24949471]
[ 0.05716926 -0.02868549 -0.08262217 ..., 0.03822844 0.38191776
0.18432945]]
Progress: 12.8% ... Training loss: 0.266 ... Validation loss: 0.437[[ 0.34792937]
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[[ 0.05478405 -0.15745298 0.05659289 ..., -0.14722589 0.19105079
-0.19849619]
[ 0.04069743 0.04627225 0.10551561 ..., -0.24510205 -0.02509919
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[ 0.05716132 -0.02866524 -0.08261563 ..., 0.03823652 0.38210747
0.18424659]]
Progress: 12.8% ... Training loss: 0.271 ... Validation loss: 0.444[[ 0.33842332]
[-0.29792109]
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[[ 0.05410404 -0.15687499 0.05817619 ..., -0.14702592 0.18926367
-0.19689543]
[ 0.04078502 0.04620007 0.10532954 ..., -0.24512591 -0.02487771
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[ 0.05731562 -0.02878946 -0.08294736 ..., 0.0381948 0.38254792
0.18391524]]
Progress: 12.8% ... Training loss: 0.268 ... Validation loss: 0.432[[ 0.34976128]
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[[ 0.0548093 -0.1574701 0.05652752 ..., -0.147252 0.19118707
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[ 0.04050654 0.04644503 0.1059234 ..., -0.2450417 -0.02544101
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[ 0.05831663 -0.02967085 -0.0852655 ..., 0.03788234 0.38521191
0.18145728]]
Progress: 12.8% ... Training loss: 0.277 ... Validation loss: 0.450[[ 0.34040667]
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[[ 0.05402182 -0.15684877 0.05837422 ..., -0.14704776 0.18928863
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[ 0.04026033 0.04663466 0.10646311 ..., -0.24498441 -0.02589463
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[ 0.05824432 -0.02961414 -0.08509321 ..., 0.03790145 0.38499333
0.18159568]]
Progress: 12.8% ... Training loss: 0.266 ... Validation loss: 0.430[[ 0.34040204]
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[[ 0.05403199 -0.15688103 0.05833573 ..., -0.14706168 0.18933471
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[ 0.04023655 0.04665606 0.10652076 ..., -0.24497728 -0.02594873
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[ 0.05829164 -0.02964832 -0.08521588 ..., 0.03789122 0.38520221
0.18144965]]
Progress: 12.8% ... Training loss: 0.266 ... Validation loss: 0.430[[ 0.35025848]
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[[ 0.05529132 -0.15800942 0.05542616 ..., -0.14744782 0.19236344
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[ 0.0401408 0.04673553 0.10672335 ..., -0.24494669 -0.02620096
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[ 0.05875748 -0.03003293 -0.08630721 ..., 0.03775904 0.38660257
0.18024236]]
Progress: 12.8% ... Training loss: 0.275 ... Validation loss: 0.447[[ 0.33981917]
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[[ 0.05398954 -0.15690614 0.05829908 ..., -0.14707925 0.18910832
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[ 0.04013821 0.04673871 0.10672156 ..., -0.24494513 -0.02620772
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[ 0.05854555 -0.02985654 -0.08585032 ..., 0.03781974 0.3861085
0.1807386 ]]
Progress: 12.8% ... Training loss: 0.266 ... Validation loss: 0.428[[ 0.34770556]
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[[ 0.05511518 -0.15789021 0.05569021 ..., -0.14743895 0.19176184
-0.1999536 ]
[ 0.04014792 0.0467274 0.10669881 ..., -0.2449497 -0.02617828
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[ 0.05868777 -0.02994357 -0.08619243 ..., 0.03778971 0.38679734
0.18040049]]
Progress: 12.8% ... Training loss: 0.272 ... Validation loss: 0.438[[ 0.34554325]
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[[ 0.05543653 -0.15816368 0.05488556 ..., -0.14751725 0.19244097
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[ 0.04004841 0.04681466 0.1069157 ..., -0.24492095 -0.02643363
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[ 0.05872169 -0.02998058 -0.08623715 ..., 0.03777955 0.3869392
0.18033491]]
Progress: 12.9% ... Training loss: 0.269 ... Validation loss: 0.432[[ 0.35042775]
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[[ 0.05582096 -0.1585105 0.0539695 ..., -0.14763373 0.19382282
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[ 0.03991734 0.04693063 0.1071865 ..., -0.24487957 -0.02672045
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[ 0.0592274 -0.03040603 -0.08747091 ..., 0.03763471 0.38853299
0.17894713]]
Progress: 12.9% ... Training loss: 0.282 ... Validation loss: 0.446[[ 0.3347672 ]
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[[ 0.0542753 -0.15724809 0.05739902 ..., -0.14722028 0.19004474
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[ 0.03986808 0.04697065 0.10729059 ..., -0.24486625 -0.0268232
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[ 0.0589087 -0.03014294 -0.08692273 ..., 0.03771982 0.38789397
0.17944258]]
Progress: 12.9% ... Training loss: 0.274 ... Validation loss: 0.429[[ 0.33500587]
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[ 1.55593877]
[ 0.38851908]
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[[ 0.05434575 -0.15727449 0.05735088 ..., -0.14724425 0.19024543
-0.19831309]
[ 0.03986648 0.04697246 0.10729854 ..., -0.2448699 -0.02679384
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[ 0.05884773 -0.03009478 -0.08674828 ..., 0.03774436 0.3879425
0.17956693]]
Progress: 12.9% ... Training loss: 0.275 ... Validation loss: 0.432[[ 0.34800059]
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[[ 0.05526301 -0.15809826 0.05528329 ..., -0.14754483 0.19257658
-0.20082396]
[ 0.0401223 0.04674142 0.10672315 ..., -0.24494922 -0.02611543
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[ 0.05927945 -0.03050764 -0.08770546 ..., 0.03758991 0.38898992
0.17834644]]
Progress: 12.9% ... Training loss: 0.272 ... Validation loss: 0.439[[ 0.3299022 ]
[-0.30542313]
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[ 0.05882439 -0.03010733 -0.0867051 ..., 0.03772757 0.38792028
0.17928802]]
Progress: 12.9% ... Training loss: 0.292 ... Validation loss: 0.443[[ 0.34421789]
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[[ 0.05371236 -0.15681685 0.05870985 ..., -0.14715701 0.18885931
-0.19716073]
[ 0.04014897 0.04671677 0.1066337 ..., -0.24495785 -0.02604263
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[ 0.05928813 -0.03054631 -0.08789259 ..., 0.03757055 0.38923766
0.17821373]]
Progress: 12.9% ... Training loss: 0.266 ... Validation loss: 0.432[[ 0.34183131]
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[[ 0.05340621 -0.15655195 0.05939346 ..., -0.14707106 0.18794288
-0.1965834 ]
[ 0.03991887 0.04691349 0.10702903 ..., -0.24489138 -0.02658098
0.11769326]
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[ 0.05915599 -0.03042859 -0.08759945 ..., 0.03760681 0.38893041
0.1784654 ]]
Progress: 12.9% ... Training loss: 0.265 ... Validation loss: 0.431[[ 0.34045548]
[-0.29429029]
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[ 0.39256208]
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[[ 0.05301623 -0.15623772 0.06042612 ..., -0.14693767 0.18690056
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[ 0.0591698 -0.03044338 -0.08755196 ..., 0.0375957 0.38921471
0.17837988]]
Progress: 12.9% ... Training loss: 0.266 ... Validation loss: 0.431[[ 0.34583069]
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[[ 0.05321636 -0.15645461 0.05999227 ..., -0.14701336 0.18733246
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[ 0.05907337 -0.03033889 -0.08743143 ..., 0.03763152 0.38924184
0.17863247]]
Progress: 12.9% ... Training loss: 0.265 ... Validation loss: 0.435[[ 0.34308642]
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[[ 0.05285711 -0.15610592 0.06105583 ..., -0.14690441 0.18693071
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[ 0.04005224 0.04680827 0.10667309 ..., -0.24492837 -0.02619401
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[ 0.05843809 -0.0297698 -0.08591594 ..., 0.03781427 0.38819859
0.18026989]]
Progress: 12.9% ... Training loss: 0.265 ... Validation loss: 0.432[[ 0.33621273]
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[ 0.05824701 -0.02958865 -0.08544981 ..., 0.03788107 0.38784215
0.18064535]]
Progress: 12.9% ... Training loss: 0.273 ... Validation loss: 0.436[[ 0.33344053]
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[[ 0.05198356 -0.15530571 0.06318853 ..., -0.14661991 0.18483541
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[ 0.05821086 -0.02955727 -0.08533995 ..., 0.03788856 0.38785869
0.18074998]]
Progress: 12.9% ... Training loss: 0.280 ... Validation loss: 0.442[[ 0.35114443]
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[ 0.05846055 -0.02977685 -0.08581775 ..., 0.03781635 0.3887486
0.1801336 ]]
Progress: 12.9% ... Training loss: 0.280 ... Validation loss: 0.459[[ 0.34559765]
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[[ 0.05228392 -0.15560704 0.0625233 ..., -0.14674269 0.18597721
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[ 0.05808227 -0.02945839 -0.08495812 ..., 0.03792112 0.38814689
0.18100969]]
Progress: 12.9% ... Training loss: 0.266 ... Validation loss: 0.442[[ 0.34141966]
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[[ 0.05242503 -0.15572219 0.06242881 ..., -0.14677368 0.1863906
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[ 0.04040374 0.04650615 0.10583793 ..., -0.24503606 -0.02527815
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[ 0.05812503 -0.02947472 -0.08500698 ..., 0.0379133 0.38863739
0.18077222]]
Progress: 13.0% ... Training loss: 0.265 ... Validation loss: 0.435[[ 0.34219834]
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[[ 0.05221835 -0.15551625 0.06294949 ..., -0.1467088 0.18598219
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[ 0.04046488 0.04645403 0.10569491 ..., -0.24505464 -0.02512577
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[ 0.05793195 -0.02925599 -0.08469321 ..., 0.03797479 0.38841951
0.18095152]]
Progress: 13.0% ... Training loss: 0.265 ... Validation loss: 0.436[[ 0.34604628]
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[[ 0.05251464 -0.15578145 0.0623482 ..., -0.14680707 0.18659184
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[ 0.04037436 0.0465408 0.10586089 ..., -0.24502422 -0.0253738
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[ 0.05842983 -0.02968468 -0.08580482 ..., 0.03783241 0.38966319
0.17989658]]
Progress: 13.0% ... Training loss: 0.266 ... Validation loss: 0.440[[ 0.3434104 ]
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[[ 0.05280102 -0.15602051 0.06164012 ..., -0.14689101 0.18733815
-0.19494508]
[ 0.04036441 0.04654928 0.10588466 ..., -0.24502082 -0.02539991
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-0.24904571]
[ 0.05862603 -0.02984116 -0.08629322 ..., 0.03778792 0.39016731
0.17942326]]
Progress: 13.0% ... Training loss: 0.265 ... Validation loss: 0.435[[ 0.35514404]
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[ 0.40648202]
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[ 2.02424604]
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[[ 0.0539046 -0.15693361 0.05920113 ..., -0.14719373 0.1902987
-0.1975201 ]
[ 0.04020774 0.04668458 0.10624562 ..., -0.24497779 -0.02565784
0.11700342]
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[ 0.05852987 -0.02973662 -0.0860801 ..., 0.03782546 0.39032203
0.17961345]]
Progress: 13.0% ... Training loss: 0.299 ... Validation loss: 0.469[[ 0.335882 ]
[-0.29691885]
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[ 0.04031141 0.04659955 0.10602016 ..., -0.24500453 -0.02535844
0.11679773]
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[ 0.05754938 -0.02892529 -0.08391294 ..., 0.03808381 0.38822624
0.18172647]]
Progress: 13.0% ... Training loss: 0.271 ... Validation loss: 0.433[[ 0.35194482]
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[ 0.39982554]
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[[ 0.05350309 -0.15678167 0.05991932 ..., -0.14717204 0.18946423
-0.19748539]
[ 0.04025755 0.04665274 0.10613448 ..., -0.24498577 -0.0254461
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[ 0.05753163 -0.02891948 -0.08390236 ..., 0.03808794 0.38833734
0.18153888]]
Progress: 13.0% ... Training loss: 0.279 ... Validation loss: 0.451[[ 0.33657175]
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[[ 0.05247288 -0.15593054 0.06219874 ..., -0.14687568 0.1869416
-0.19514318]
[ 0.04026032 0.04665041 0.10612912 ..., -0.24498657 -0.02543865
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[ 0.05730597 -0.02871558 -0.08341263 ..., 0.03815449 0.38785126
0.18209815]]
Progress: 13.0% ... Training loss: 0.273 ... Validation loss: 0.435[[ 0.35400523]
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[[ 0.05404471 -0.1573502 0.05859921 ..., -0.14740035 0.19085847
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[ 0.04023043 0.04667481 0.10609735 ..., -0.24497569 -0.02548361
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[ 0.05833052 -0.02965141 -0.08583391 ..., 0.03781206 0.39042754
0.17951877]]
Progress: 13.0% ... Training loss: 0.283 ... Validation loss: 0.458[[ 0.33577521]
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[[ 0.0529928 -0.15650204 0.06085306 ..., -0.1471134 0.18832881
-0.19662188]
[ 0.04032121 0.04660004 0.10590573 ..., -0.24499762 -0.02525208
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[ 0.0581565 -0.02948717 -0.08554225 ..., 0.03785729 0.39035249
0.17985908]]
Progress: 13.0% ... Training loss: 0.273 ... Validation loss: 0.434[[ 0.33850783]
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[ 0.38799107]
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[[ 0.05272642 -0.15624777 0.06152627 ..., -0.14703213 0.18766343
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[ 0.04021893 0.04670385 0.10618416 ..., -0.24496716 -0.02556381
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[ 0.05801523 -0.02935914 -0.08526979 ..., 0.03789098 0.39008051
0.18009569]]
Progress: 13.0% ... Training loss: 0.268 ... Validation loss: 0.431[[ 0.3488533 ]
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[ 0.04032507 0.0466107 0.10594375 ..., -0.24500092 -0.02528351
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[ 0.05864704 -0.0298928 -0.08664487 ..., 0.03770124 0.39189214
0.17880247]]
Progress: 13.0% ... Training loss: 0.273 ... Validation loss: 0.450[[ 0.32551111]
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[[ 0.05126556 -0.15506304 0.06499242 ..., -0.14661316 0.18433607
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0.1803746 ]]
Progress: 13.0% ... Training loss: 0.318 ... Validation loss: 0.467[[ 0.34910481]
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[[ 0.05256786 -0.15629298 0.06188942 ..., -0.14708513 0.18759397
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[ 0.04018013 0.0467226 0.10625662 ..., -0.24496328 -0.02564208
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[ 0.0588584 -0.03018352 -0.08732525 ..., 0.03757083 0.39261371
0.17799889]]
Progress: 13.0% ... Training loss: 0.274 ... Validation loss: 0.458[[ 0.33875661]
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[[ 0.05178783 -0.1556299 0.06363776 ..., -0.14686427 0.18552504
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[ 0.05836633 -0.02976321 -0.08625684 ..., 0.03771368 0.39174073
0.17907281]]
Progress: 13.0% ... Training loss: 0.266 ... Validation loss: 0.437[[ 0.34044367]
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[[ 0.0517951 -0.15562119 0.06379602 ..., -0.14685356 0.1854743
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[ 0.04019193 0.04671356 0.10622325 ..., -0.24496581 -0.02560993
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[ 0.05835283 -0.02973701 -0.08612644 ..., 0.03772803 0.39200427
0.17908861]]
Progress: 13.1% ... Training loss: 0.266 ... Validation loss: 0.439[[ 0.34576296]
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[ 0.05816945 -0.02956425 -0.08578246 ..., 0.03779031 0.39192986 0.17939 ]]
Progress: 13.1% ... Training loss: 0.269 ... Validation loss: 0.448[[ 0.34169763]
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[[ 0.05109311 -0.15500696 0.06540249 ..., -0.14662957 0.18402556
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[ 0.04006732 0.04682507 0.10648233 ..., -0.24492523 -0.02587126
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[ 0.05785743 -0.02932203 -0.0851727 ..., 0.0378742 0.3913452
0.18007669]]
Progress: 13.1% ... Training loss: 0.266 ... Validation loss: 0.439[[ 0.34675038]
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-0.19293376]
[ 0.04021601 0.04669852 0.10615106 ..., -0.24496975 -0.02549698
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[ 0.05827265 -0.02967224 -0.08611416 ..., 0.03775169 0.39240844
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Progress: 13.1% ... Training loss: 0.270 ... Validation loss: 0.451[[ 0.33337038]
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[[ 0.05193645 -0.15568681 0.06374588 ..., -0.14687475 0.18664886
-0.19312813]
[ 0.04024118 0.04667884 0.10609377 ..., -0.244977 -0.02543032
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Progress: 13.1% ... Training loss: 0.270 ... Validation loss: 0.431[[ 0.3454004 ]
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[[ 0.05305193 -0.15667279 0.06116724 ..., -0.14723652 0.18948233
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[ 0.0573562 -0.02884353 -0.08413804 ..., 0.03803216 0.39089725
0.18142589]]
Progress: 13.1% ... Training loss: 0.273 ... Validation loss: 0.447[[ 0.3324269 ]
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[ 0.38968345]
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[ 0.05661606 -0.02819805 -0.08248873 ..., 0.03823093 0.38942644
0.18323035]]
Progress: 13.1% ... Training loss: 0.269 ... Validation loss: 0.428[[ 0.33928388]
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[ 0.03994752 0.04692013 0.10667828 ..., -0.24489636 -0.02609369
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[ 0.05698483 -0.02854047 -0.0834146 ..., 0.0381102 0.39040405
0.18225849]]
Progress: 13.1% ... Training loss: 0.264 ... Validation loss: 0.432[[ 0.33901979]
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[ 0.05741179 -0.02891079 -0.08439237 ..., 0.03798358 0.39152146
0.18126695]]
Progress: 13.1% ... Training loss: 0.264 ... Validation loss: 0.432[[ 0.34308015]
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[ 0.05710553 -0.02860577 -0.0836373 ..., 0.03808857 0.3908586
0.18213127]]
Progress: 13.1% ... Training loss: 0.267 ... Validation loss: 0.438[[ 0.33570487]
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[ 0.0394494 0.04734179 0.10769927 ..., -0.24474999 -0.02734149
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[ 0.05733891 -0.02878989 -0.08409595 ..., 0.03802199 0.39156706
0.18171487]]
Progress: 13.1% ... Training loss: 0.265 ... Validation loss: 0.431[[ 0.33475332]
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[[ 0.05310019 -0.15671671 0.06140384 ..., -0.14724145 0.18909156
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[ 0.05749436 -0.02893435 -0.08443521 ..., 0.03797676 0.39211075
0.18140265]]
Progress: 13.1% ... Training loss: 0.267 ... Validation loss: 0.432[[ 0.33511949]
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[[ 0.0531979 -0.15681034 0.0612421 ..., -0.14724138 0.18928466
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[ 0.05704347 -0.02851362 -0.08342017 ..., 0.03812967 0.3914162
0.18255067]]
Progress: 13.1% ... Training loss: 0.268 ... Validation loss: 0.434[[ 0.34005207]
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[[ 0.05381243 -0.15735189 0.05981819 ..., -0.14743933 0.191104
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[ 0.0395062 0.04728557 0.10757772 ..., -0.24476417 -0.02713909
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[ 0.05694013 -0.02839599 -0.08317582 ..., 0.03817053 0.39145071
0.18270507]]
Progress: 13.1% ... Training loss: 0.264 ... Validation loss: 0.438[[ 0.33296597]
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[[ 0.05283885 -0.15653109 0.06208229 ..., -0.14716359 0.18880801
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[ 0.03970213 0.04711447 0.10713527 ..., -0.24481829 -0.02659451
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[ 0.0570969 -0.02853075 -0.08353221 ..., 0.03812413 0.39187116
0.18234634]]
Progress: 13.1% ... Training loss: 0.272 ... Validation loss: 0.435[[ 0.3400909 ]
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[[ 0.05289147 -0.15657785 0.06209554 ..., -0.14718541 0.18907646
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0.182207 ]]
Progress: 13.2% ... Training loss: 0.264 ... Validation loss: 0.438[[ 0.33823041]
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[ 0.05693409 -0.02833055 -0.08323217 ..., 0.03817878 0.39193618
0.18241221]]
Progress: 13.2% ... Training loss: 0.266 ... Validation loss: 0.438[[ 0.33885446]
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[[ 0.05179027 -0.15563769 0.06471365 ..., -0.14688001 0.18676709
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[ 0.03993261 0.04690778 0.10660286 ..., -0.24489588 -0.02583567
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[ 0.05699703 -0.02837175 -0.08332718 ..., 0.0381683 0.39242653
0.18233115]]
Progress: 13.2% ... Training loss: 0.265 ... Validation loss: 0.437[[ 0.34001788]
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[[ 0.05183093 -0.15567191 0.06469816 ..., -0.14689129 0.18734356
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[ 0.03959056 0.04719741 0.10738726 ..., -0.24480536 -0.02647088
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0.18245889]]
Progress: 13.2% ... Training loss: 0.264 ... Validation loss: 0.438[[ 0.34497684]
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0.18221364]]
Progress: 13.2% ... Training loss: 0.269 ... Validation loss: 0.445[[ 0.34098878]
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[ 0.05691062 -0.02825957 -0.08319314 ..., 0.03820968 0.39294585
0.18232482]]
Progress: 13.2% ... Training loss: 0.265 ... Validation loss: 0.437[[ 0.33985996]
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[ 0.05716465 -0.02844539 -0.08368645 ..., 0.03813602 0.39371641
0.18168396]]
Progress: 13.2% ... Training loss: 0.264 ... Validation loss: 0.436[[ 0.32719781]
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[[ 0.05223486 -0.15604892 0.06395906 ..., -0.14702626 0.18884643
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[ 0.03921989 0.04751479 0.10814672 ..., -0.2447027 -0.02720249
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[ 0.05707271 -0.02835254 -0.08345112 ..., 0.03816861 0.39343204
0.18192611]]
Progress: 13.2% ... Training loss: 0.284 ... Validation loss: 0.443[[ 0.33862206]
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[ 0.05730394 -0.02854521 -0.08398423 ..., 0.03811349 0.39425092
0.18131219]]
Progress: 13.2% ... Training loss: 0.264 ... Validation loss: 0.436[[ 0.33463198]
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[[ 0.05187572 -0.1557726 0.06494612 ..., -0.14692633 0.18854677
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[ 0.05687826 -0.02813966 -0.08295139 ..., 0.0382488 0.39374065
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Progress: 13.2% ... Training loss: 0.267 ... Validation loss: 0.435[[ 0.34542446]
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[ 0.05748849 -0.02867289 -0.08436084 ..., 0.0380641 0.39537113
0.18081223]]
Progress: 13.2% ... Training loss: 0.270 ... Validation loss: 0.447[[ 0.32704563]
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0.18053604]]
Progress: 13.2% ... Training loss: 0.291 ... Validation loss: 0.449[[ 0.34846874]
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[ 0.03940315 0.04737942 0.10764079 ..., -0.244754 -0.02653576
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[ 0.05825771 -0.02935292 -0.08624975 ..., 0.03782143 0.39760438
0.17881807]]
Progress: 13.2% ... Training loss: 0.279 ... Validation loss: 0.459[[ 0.326777 ]
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[ 0.05794324 -0.02908249 -0.08560325 ..., 0.03790616 0.39717818
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Progress: 13.2% ... Training loss: 0.293 ... Validation loss: 0.452[[ 0.34335746]
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[ 0.05794091 -0.02906711 -0.08565924 ..., 0.03791109 0.397439
0.17955954]]
Progress: 13.2% ... Training loss: 0.267 ... Validation loss: 0.442[[ 0.33840401]
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[[ 0.05182948 -0.15597648 0.0646311 ..., -0.14709042 0.18900079
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[ 0.05768466 -0.02883412 -0.08501065 ..., 0.03798936 0.39701645
0.18015122]]
Progress: 13.3% ... Training loss: 0.264 ... Validation loss: 0.432[[ 0.3333686 ]
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[ 0.05705158 -0.0282502 -0.0835564 ..., 0.03818156 0.39576899
0.1814271 ]]
Progress: 13.3% ... Training loss: 0.268 ... Validation loss: 0.434[[ 0.33604683]
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[[ 0.05126661 -0.15544114 0.06623031 ..., -0.14691504 0.18785433
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[ 0.03944075 0.04736013 0.10741757 ..., -0.24475989 -0.02632124
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[ 0.05695902 -0.02812079 -0.08327295 ..., 0.0382223 0.39588 0.18169042]]
Progress: 13.3% ... Training loss: 0.264 ... Validation loss: 0.431[[ 0.33541572]
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[ 0.0574493 -0.02852474 -0.08443562 ..., 0.03808711 0.39727069
0.18054328]]
Progress: 13.3% ... Training loss: 0.265 ... Validation loss: 0.432[[ 0.33455509]
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[ 1.56324483]
[ 0.38929687]
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[[ 0.05119594 -0.15532641 0.06636476 ..., -0.14687517 0.18776879
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[ 0.03923626 0.04754719 0.10792197 ..., -0.24470438 -0.02674239
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[ 0.05729546 -0.028364 -0.08413024 ..., 0.03812057 0.39706435
0.18072278]]
Progress: 13.3% ... Training loss: 0.264 ... Validation loss: 0.430[[ 0.33568277]
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[ 0.38858342]
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[[ 0.05160976 -0.15570361 0.06558174 ..., -0.14700231 0.18881886
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[ 0.03935517 0.04744224 0.10764262 ..., -0.24474059 -0.02643603
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0.18160936]]
Progress: 13.3% ... Training loss: 0.264 ... Validation loss: 0.434[[ 0.3402483 ]
[-0.28334815]
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[[ 0.05204085 -0.15604947 0.06469691 ..., -0.14713669 0.18986775
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[ 0.03943277 0.04737673 0.10747534 ..., -0.2447653 -0.02623209
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[ 0.05667693 -0.0277948 -0.08280108 ..., 0.03831628 0.39573594
0.18188914]]
Progress: 13.3% ... Training loss: 0.266 ... Validation loss: 0.437[[ 0.33936011]
[-0.28413823]
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[ 0.03953562 0.0472911 0.10725322 ..., -0.24479578 -0.02594353
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-0.24610846]
[ 0.05655416 -0.02767258 -0.08260364 ..., 0.03835149 0.39560929
0.18199611]]
Progress: 13.3% ... Training loss: 0.266 ... Validation loss: 0.433[[ 0.33028151]
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[ 0.03946907 0.04734866 0.10736874 ..., -0.24477572 -0.02611475
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-0.24629471]
[ 0.05598661 -0.02718283 -0.08134888 ..., 0.03852622 0.3945248
0.18313937]]
Progress: 13.3% ... Training loss: 0.269 ... Validation loss: 0.435[[ 0.32362831]
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[[ 0.05005748 -0.15427032 0.06947659 ..., -0.14651947 0.18559854
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[ 0.03936974 0.04743511 0.10760037 ..., -0.24474414 -0.02637842
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[ 0.05632958 -0.02747578 -0.08218628 ..., 0.03841782 0.39574962
0.18225091]]
Progress: 13.3% ... Training loss: 0.291 ... Validation loss: 0.456[[ 0.3470862 ]
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0.18177244]]
Progress: 13.3% ... Training loss: 0.289 ... Validation loss: 0.457[[ 0.32916906]
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[ 0.055924 -0.02711182 -0.08131697 ..., 0.03852164 0.39515742
0.18286788]]
Progress: 13.3% ... Training loss: 0.268 ... Validation loss: 0.434[[ 0.33824623]
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[[ 0.05104458 -0.15528055 0.0669452 ..., -0.14694662 0.1885389
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[ 0.03956827 0.04726909 0.10712946 ..., -0.24480838 -0.02585173
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[ 0.05589663 -0.02708526 -0.08125004 ..., 0.03853514 0.39550234
0.18290567]]
Progress: 13.3% ... Training loss: 0.266 ... Validation loss: 0.432[[ 0.32998195]
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[[ 0.05054422 -0.15480718 0.06806035 ..., -0.1467967 0.18739804
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[ 0.03951977 0.0473098 0.10724166 ..., -0.244794 -0.02595079
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[ 0.05576379 -0.02695639 -0.0810296 ..., 0.03857216 0.39546005
0.18337335]]
Progress: 13.3% ... Training loss: 0.266 ... Validation loss: 0.434[[ 0.34109437]
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[[ 0.05154528 -0.15569498 0.06580844 ..., -0.14712274 0.18988657
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[ 0.05669481 -0.02777315 -0.08326702 ..., 0.03828998 0.39787935
0.18106675]]
Progress: 13.3% ... Training loss: 0.276 ... Validation loss: 0.437[[ 0.31790873]
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[[ 0.04980963 -0.15414102 0.06986294 ..., -0.14663146 0.18582002
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[ 0.0394513 0.04737169 0.10739316 ..., -0.24477887 -0.02611486
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[ 0.05607808 -0.0272042 -0.08193235 ..., 0.03846904 0.39677671
0.18245094]]
Progress: 13.4% ... Training loss: 0.298 ... Validation loss: 0.465[[ 0.33872235]
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[[ 0.05101111 -0.15534211 0.06688122 ..., -0.14705922 0.18893027
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[ 0.03974106 0.04709779 0.10668948 ..., -0.24487342 -0.02533017
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[ 0.05685611 -0.02797885 -0.08387511 ..., 0.03819716 0.39889398
0.18019244]]
Progress: 13.4% ... Training loss: 0.268 ... Validation loss: 0.434[[ 0.33689101]
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[[ 0.05147184 -0.1557581 0.06577234 ..., -0.14718569 0.19029989
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[ 0.03985987 0.0469982 0.10642115 ..., -0.24490621 -0.02501518
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[ 0.05683252 -0.02795957 -0.08384386 ..., 0.03821017 0.39921781
0.18018254]]
Progress: 13.4% ... Training loss: 0.266 ... Validation loss: 0.431[[ 0.33140853]
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[[ 0.05109329 -0.15539567 0.0667043 ..., -0.14706512 0.18965466
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[ 0.03990012 0.04696784 0.10633078 ..., -0.244917 -0.02488579
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[ 0.05611838 -0.02732574 -0.08220229 ..., 0.0384228 0.39803091
0.18182311]]
Progress: 13.4% ... Training loss: 0.265 ... Validation loss: 0.428[[ 0.33385677]
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-0.19163004]
[ 0.04003919 0.04685035 0.10601607 ..., -0.24495888 -0.02451057
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[ 0.05648388 -0.02765611 -0.08304401 ..., 0.03831654 0.39899013
0.18094261]]
Progress: 13.4% ... Training loss: 0.266 ... Validation loss: 0.427[[ 0.33098368]
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[ 0.05670793 -0.02782793 -0.08367294 ..., 0.03824561 0.39970338
0.17988995]]
Progress: 13.4% ... Training loss: 0.264 ... Validation loss: 0.431[[ 0.32630009]
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[[ 0.04994265 -0.15432715 0.0694498 ..., -0.14675036 0.18673462
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[ 0.05623003 -0.02737053 -0.08269591 ..., 0.03839334 0.39866808
0.18080146]]
Progress: 13.4% ... Training loss: 0.270 ... Validation loss: 0.436[[ 0.34152346]
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[[ 0.05121603 -0.15551018 0.06652752 ..., -0.14715581 0.18985689
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[ 0.05649113 -0.02759539 -0.08339547 ..., 0.03831963 0.3993873
0.18015278]]
Progress: 13.4% ... Training loss: 0.278 ... Validation loss: 0.442[[ 0.33402754]
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[ 0.05573645 -0.02695473 -0.0818375 ..., 0.03851999 0.39758556
0.18187064]]
Progress: 13.4% ... Training loss: 0.263 ... Validation loss: 0.432[[ 0.32871517]
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[[ 0.05036691 -0.15481346 0.06845494 ..., -0.14692995 0.18773129
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[ 0.05530697 -0.02656049 -0.08079688 ..., 0.03865588 0.39668344
0.1829729 ]]
Progress: 13.4% ... Training loss: 0.268 ... Validation loss: 0.438[[ 0.32736898]
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[ 0.05519513 -0.0264414 -0.08056705 ..., 0.03870383 0.39647989
0.18324679]]
Progress: 13.4% ... Training loss: 0.269 ... Validation loss: 0.440[[ 0.34291633]
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[ 0.05565547 -0.02685641 -0.08168602 ..., 0.03855573 0.39782352
0.1820906 ]]
Progress: 13.4% ... Training loss: 0.279 ... Validation loss: 0.452[[ 0.32830576]
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[ 0.05515586 -0.02643451 -0.08062996 ..., 0.03868714 0.39681855
0.18320281]]
Progress: 13.4% ... Training loss: 0.269 ... Validation loss: 0.439[[ 0.33922883]
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[ 0.0555151 -0.02674581 -0.08149095 ..., 0.03857624 0.39769301
0.18239648]]
Progress: 13.4% ... Training loss: 0.268 ... Validation loss: 0.442[[ 0.33468079]
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0.18298155]]
Progress: 13.4% ... Training loss: 0.263 ... Validation loss: 0.433[[ 0.33763469]
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[[ 0.05091053 -0.15540896 0.06745537 ..., -0.14716177 0.18966708
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[ 0.05497191 -0.02631534 -0.08024101 ..., 0.03871812 0.39698133
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Progress: 13.5% ... Training loss: 0.264 ... Validation loss: 0.435[[ 0.34397324]
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[[ 0.05178327 -0.15614186 0.06556281 ..., -0.14742652 0.19205963
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[ 0.05555088 -0.02683117 -0.0814885 ..., 0.03854864 0.39851974
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Progress: 13.5% ... Training loss: 0.277 ... Validation loss: 0.447[[ 0.33466383]
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[[ 0.0511688 -0.15560873 0.06706283 ..., -0.14725679 0.19041138
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[ 0.05554208 -0.02680066 -0.08149545 ..., 0.03855582 0.39868633
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Progress: 13.5% ... Training loss: 0.263 ... Validation loss: 0.434[[ 0.33252932]
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[[ 0.05077922 -0.15526503 0.06800835 ..., -0.14714534 0.18965843
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[ 0.04014891 0.04675443 0.10580092 ..., -0.24501728 -0.02386934
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[ 0.05556459 -0.02681325 -0.08154267 ..., 0.03855183 0.39892047
0.18220393]]
Progress: 13.5% ... Training loss: 0.265 ... Validation loss: 0.433[[ 0.33356984]
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-0.1886031 ]
[ 0.04005382 0.04684554 0.10606945 ..., -0.2449946 -0.02409133
0.11779655]
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[ 0.0552569 -0.0265267 -0.08086619 ..., 0.03864407 0.39846127
0.18297957]]
Progress: 13.5% ... Training loss: 0.265 ... Validation loss: 0.436[[ 0.3334118 ]
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[ 0.38730019]
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[ 0.05532815 -0.02655276 -0.08099595 ..., 0.03864059 0.3989818
0.18286259]]
Progress: 13.5% ... Training loss: 0.265 ... Validation loss: 0.437[[ 0.34106353]
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[[ 0.05138769 -0.1557595 0.06669827 ..., -0.14731379 0.19173307
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-0.24649737]
[ 0.05568536 -0.02686077 -0.08183073 ..., 0.03853701 0.39999629
0.1818833 ]]
Progress: 13.5% ... Training loss: 0.269 ... Validation loss: 0.447[[ 0.32802282]
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[[ 0.0504954 -0.15497922 0.06861959 ..., -0.14705932 0.18954584
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[ 0.0398964 0.04697675 0.10639359 ..., -0.24494818 -0.02449684
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-0.24639334]
[ 0.05509745 -0.02635758 -0.08055685 ..., 0.03870107 0.39892859
0.18308729]]
Progress: 13.5% ... Training loss: 0.271 ... Validation loss: 0.437[[ 0.33701655]
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[[ 0.05118549 -0.15551989 0.0671388 ..., -0.14724242 0.19115524
-0.18980975]
[ 0.03993696 0.04694191 0.10620968 ..., -0.2449578 -0.0243244
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-0.24726877]
[ 0.05531276 -0.0265289 -0.08116892 ..., 0.03864201 0.3994992
0.18244817]]
Progress: 13.5% ... Training loss: 0.267 ... Validation loss: 0.441[[ 0.33206209]
[-0.28878936]
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[ 0.38527076]
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[[ 0.05188358 -0.15612812 0.06548123 ..., -0.14743178 0.19302567
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[ 0.03986672 0.04700093 0.10636736 ..., -0.24493868 -0.02447833
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[ 0.05543964 -0.02663882 -0.08146527 ..., 0.03860057 0.40022216
0.18217459]]
Progress: 13.5% ... Training loss: 0.264 ... Validation loss: 0.434[[ 0.3286813 ]
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[[ 0.05238444 -0.15660432 0.06438687 ..., -0.14758211 0.19430001
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[ 0.05473551 -0.02598482 -0.07983614 ..., 0.03881692 0.39870548
0.18376391]]
Progress: 13.5% ... Training loss: 0.267 ... Validation loss: 0.433[[ 0.34140971]
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[[ 0.05311782 -0.15731135 0.06256738 ..., -0.1478362 0.19636081
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[ 0.05512724 -0.02633188 -0.08084063 ..., 0.03868704 0.39999384
0.18264396]]
Progress: 13.5% ... Training loss: 0.272 ... Validation loss: 0.449[[ 0.34057357]
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[[ 0.05312511 -0.15733525 0.06264372 ..., -0.14784251 0.19641539
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[ 0.05575505 -0.02685604 -0.08222581 ..., 0.03851556 0.40174229
0.18099055]]
Progress: 13.5% ... Training loss: 0.269 ... Validation loss: 0.444[[ 0.32463302]
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[[ 0.0521678 -0.15648749 0.06486659 ..., -0.14756987 0.19416681
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[ 0.05549159 -0.02661266 -0.08161297 ..., 0.03858727 0.40138084
0.18156091]]
Progress: 13.5% ... Training loss: 0.276 ... Validation loss: 0.435[[ 0.33466916]
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[[ 0.05305795 -0.15729178 0.06290979 ..., -0.14787437 0.19642836
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[ 0.05546322 -0.02658019 -0.08154453 ..., 0.03859575 0.40133674
0.18151333]]
Progress: 13.5% ... Training loss: 0.263 ... Validation loss: 0.430[[ 0.33132456]
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[[ 0.05276905 -0.15704186 0.06357382 ..., -0.14780344 0.19580764
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[ 0.04034489 0.04658798 0.10525666 ..., -0.24507431 -0.02320728
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[ 0.05541131 -0.02651019 -0.08147089 ..., 0.03862572 0.40144035
0.18140247]]
Progress: 13.6% ... Training loss: 0.264 ... Validation loss: 0.428[[ 0.3283101 ]
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[[ 0.05304093 -0.15727189 0.06303149 ..., -0.14789309 0.19635311
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[ 0.04038367 0.04655345 0.10516457 ..., -0.24508666 -0.02310299
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[ 0.05511578 -0.02623013 -0.08077516 ..., 0.03873211 0.40125098
0.18246376]]
Progress: 13.6% ... Training loss: 0.266 ... Validation loss: 0.428[[ 0.33175917]
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[[ 0.05312003 -0.15733278 0.06295393 ..., -0.14792326 0.19681597
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[ 0.03994885 0.04695151 0.10605008 ..., -0.24495396 -0.02407737
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[ 0.0548486 -0.0259891 -0.08009586 ..., 0.0388189 0.40078477
0.18309132]]
Progress: 13.6% ... Training loss: 0.263 ... Validation loss: 0.429[[ 0.3378491 ]
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[[ 0.05341488 -0.15758611 0.06233183 ..., -0.14801522 0.19738861
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[ 0.05497075 -0.02608778 -0.08043312 ..., 0.03878048 0.40118446
0.18289304]]
Progress: 13.6% ... Training loss: 0.267 ... Validation loss: 0.439[[ 0.32988248]
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[[ 0.05214231 -0.1564933 0.06517889 ..., -0.14767867 0.19453166
-0.19245722]
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[ 0.0543381 -0.02551891 -0.07900552 ..., 0.03896585 0.40032562
0.1845758 ]]
Progress: 13.6% ... Training loss: 0.265 ... Validation loss: 0.428[[ 0.33197126]
[-0.29360619]
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[ 1.57115813]
[ 0.38699309]
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[ 0.89417528]
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[[ 0.05240988 -0.15673955 0.06458936 ..., -0.14776443 0.19512353
-0.19318107]
[ 0.04021282 0.04671373 0.10545061 ..., -0.24503199 -0.02342235
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[ 0.05431239 -0.02547899 -0.07902432 ..., 0.03898009 0.40029599
0.18458393]]
Progress: 13.6% ... Training loss: 0.264 ... Validation loss: 0.428[[ 0.3303858 ]
[-0.29437442]
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[ 0.38507924]
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[[ 0.0522875 -0.15663327 0.06487501 ..., -0.14772178 0.19475529
-0.19291008]
[ 0.0402409 0.04668885 0.10536319 ..., -0.24503909 -0.02335805
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-0.24615468]
[ 0.05417328 -0.02534365 -0.07864696 ..., 0.03902557 0.40010648
0.18490644]]
Progress: 13.6% ... Training loss: 0.265 ... Validation loss: 0.429[[ 0.33208497]
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[ 1.56642416]
[ 0.38638211]
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[[ 0.05242437 -0.15673503 0.06464929 ..., -0.14775524 0.19533657
-0.1932607 ]
[ 0.04024 0.04669188 0.10536658 ..., -0.24503721 -0.02330795
0.11725006]
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-0.24579384]
[ 0.05449446 -0.02560919 -0.07936813 ..., 0.03894174 0.40120752
0.18411978]]
Progress: 13.6% ... Training loss: 0.263 ... Validation loss: 0.430[[ 0.33948188]
[-0.28796937]
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[ 1.57207116]
[ 0.39259846]
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[[ 0.05341071 -0.15763068 0.06226145 ..., -0.14805802 0.19757204
-0.19560787]
[ 0.04054349 0.04642375 0.104676 ..., -0.24512508 -0.02250346
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-0.24575271]
[ 0.0546613 -0.02576026 -0.07980934 ..., 0.03888924 0.40177358
0.18355361]]
Progress: 13.6% ... Training loss: 0.268 ... Validation loss: 0.441[[ 0.33320634]
[-0.29259725]
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[ 1.57083565]
[ 0.38827732]
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[[ 0.05257709 -0.15690053 0.0642533 ..., -0.14781445 0.19597976
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[ 0.04040241 0.04653659 0.10497847 ..., -0.24508764 -0.02283319
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[ 0.05431828 -0.02545002 -0.0790113 ..., 0.03899009 0.40144512
0.18440887]]
Progress: 13.6% ... Training loss: 0.263 ... Validation loss: 0.429[[ 0.33864096]
[-0.2877511 ]
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[[ 0.05285772 -0.15714273 0.06368213 ..., -0.14788587 0.19731012
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[ 0.04046819 0.04647738 0.10482426 ..., -0.24510678 -0.02267253
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[ 0.05498132 -0.02603507 -0.08057482 ..., 0.03879681 0.40341355
0.1826382 ]]
Progress: 13.6% ... Training loss: 0.269 ... Validation loss: 0.437[[ 0.34338209]
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[[ 0.05331981 -0.15756287 0.06261601 ..., -0.14802466 0.19837758
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[ 0.04046819 0.04647738 0.10482426 ..., -0.24510678 -0.02267253
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[ 0.05480907 -0.02589023 -0.08024456 ..., 0.0388415 0.40292588
0.18311826]]
Progress: 13.6% ... Training loss: 0.278 ... Validation loss: 0.451[[ 0.32012674]
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[ 0.37350397]
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[[ 0.05163213 -0.15615904 0.06634056 ..., -0.14758476 0.19433862
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[ 0.04005381 0.04682231 0.10565214 ..., -0.24499565 -0.02367528
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[ 0.05396986 -0.02517497 -0.07838548 ..., 0.03907014 0.40110016
0.18494792]]
Progress: 13.6% ... Training loss: 0.303 ... Validation loss: 0.454[[ 0.34380259]
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[[ 0.05334269 -0.15782805 0.06233103 ..., -0.14819752 0.19871228
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[ 0.04022784 0.04665614 0.10523084 ..., -0.24505565 -0.02320431
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[ 0.05457334 -0.02576091 -0.07985085 ..., 0.0388575 0.40247326
0.18343452]]
Progress: 13.6% ... Training loss: 0.277 ... Validation loss: 0.457[[ 0.32624822]
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[[ 0.05191018 -0.15661037 0.06551055 ..., -0.1478198 0.19557651
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[ 0.04010684 0.04675545 0.10550239 ..., -0.24502548 -0.02337164
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[ 0.05403307 -0.02529642 -0.07868038 ..., 0.0390073 0.40145038
0.18459648]]
Progress: 13.6% ... Training loss: 0.280 ... Validation loss: 0.437[[ 0.33964751]
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[[ 0.05282796 -0.15746983 0.06333478 ..., -0.14810699 0.19781546
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[ 0.0400982 0.04676511 0.10552286 ..., -0.24502271 -0.02338742
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[ 0.05429044 -0.02551895 -0.07935995 ..., 0.03893237 0.40227815
0.18403159]]
Progress: 13.7% ... Training loss: 0.269 ... Validation loss: 0.445[[ 0.33084985]
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[[ 0.05215329 -0.1569001 0.06482825 ..., -0.14792839 0.19634605
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[ 0.03995018 0.04688571 0.105818 ..., -0.24498159 -0.02375956
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[ 0.05327383 -0.02462157 -0.07708385 ..., 0.03921507 0.4001722
0.18650891]]
Progress: 13.7% ... Training loss: 0.266 ... Validation loss: 0.429[[ 0.34049779]
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[[ 0.05300802 -0.15771394 0.06289321 ..., -0.14817596 0.19829838
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[ 0.05303565 -0.02438928 -0.07660718 ..., 0.03929198 0.39987262
0.18720555]]
Progress: 13.7% ... Training loss: 0.270 ... Validation loss: 0.444[[ 0.32182596]
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[[ 0.05113678 -0.15609891 0.06717954 ..., -0.14766719 0.19384528
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[ 0.03981165 0.04700351 0.10608922 ..., -0.24494953 -0.02397083
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[ 0.05259938 -0.02399881 -0.07562558 ..., 0.03941538 0.39913222
0.18818628]]
Progress: 13.7% ... Training loss: 0.289 ... Validation loss: 0.443[[ 0.33640984]
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Progress: 13.7% ... Training loss: 0.264 ... Validation loss: 0.435[[ 0.33888451]
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[[ 0.05185871 -0.1567301 0.06574225 ..., -0.14788639 0.19541327
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0.18652025]]
Progress: 13.7% ... Training loss: 0.269 ... Validation loss: 0.441[[ 0.32548614]
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[[ 0.05116974 -0.15616078 0.06742611 ..., -0.14770703 0.19367455
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[ 0.05346549 -0.02476391 -0.07761606 ..., 0.0391661 0.40155204
0.18598052]]
Progress: 13.7% ... Training loss: 0.277 ... Validation loss: 0.436[[ 0.33844456]
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[[ 0.05197239 -0.15692219 0.06556115 ..., -0.1479587 0.19578452
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[ 0.03983562 0.04697572 0.10599607 ..., -0.24496289 -0.02384956
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[ 0.05374963 -0.02502668 -0.07838026 ..., 0.03908297 0.40225468
0.18517936]]
Progress: 13.7% ... Training loss: 0.266 ... Validation loss: 0.441[[ 0.33103517]
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[ 0.38332565]
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[ 0.05324971 -0.02458914 -0.07719204 ..., 0.03922712 0.40140926
0.18656576]]
Progress: 13.7% ... Training loss: 0.266 ... Validation loss: 0.432[[ 0.32414786]
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[[ 0.05041843 -0.1555306 0.06935186 ..., -0.1475118 0.19245585
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[ 0.05326216 -0.02457897 -0.07725603 ..., 0.03921544 0.40167054
0.18646598]]
Progress: 13.7% ... Training loss: 0.281 ... Validation loss: 0.440[[ 0.34800039]
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[[ 0.05224761 -0.15722659 0.0651406 ..., -0.14809993 0.19700877
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[ 0.05375775 -0.02503763 -0.07846579 ..., 0.039059 0.40296537
0.18506077]]
Progress: 13.7% ... Training loss: 0.299 ... Validation loss: 0.485[[ 0.32562621]
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[ 0.05349643 -0.02481546 -0.07788346 ..., 0.03912506 0.40273092
0.18561272]]
Progress: 13.7% ... Training loss: 0.276 ... Validation loss: 0.437[[ 0.33785075]
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[ 0.05399115 -0.0252645 -0.07900122 ..., 0.03897114 0.40398915
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Progress: 13.7% ... Training loss: 0.266 ... Validation loss: 0.442[[ 0.32954832]
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[ 0.05379594 -0.02510182 -0.07852862 ..., 0.03902167 0.40380433
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Progress: 13.7% ... Training loss: 0.268 ... Validation loss: 0.434[[ 0.3327206 ]
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[[ 0.05099359 -0.15632748 0.06808017 ..., -0.14784999 0.19408014
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[ 0.05381514 -0.02512658 -0.07855173 ..., 0.03901734 0.404 0.18445632]]
Progress: 13.7% ... Training loss: 0.264 ... Validation loss: 0.436[[ 0.32601374]
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[[ 0.05009658 -0.15549968 0.07031689 ..., -0.14757064 0.19217206
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[ 0.05385 -0.02513554 -0.07869274 ..., 0.03901286 0.40444515
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Progress: 13.8% ... Training loss: 0.277 ... Validation loss: 0.439[[ 0.32827515]
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[[ 0.05046896 -0.15586281 0.06949573 ..., -0.14768687 0.19335857
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[ 0.05379788 -0.02506931 -0.07859888 ..., 0.03904109 0.40456551
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Progress: 13.8% ... Training loss: 0.267 ... Validation loss: 0.433[[ 0.3408936 ]
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[[ 0.05124219 -0.15655767 0.06770107 ..., -0.14790969 0.19507885
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[ 0.05382043 -0.02506265 -0.07866736 ..., 0.0390341 0.4047457
0.18403974]]
Progress: 13.8% ... Training loss: 0.277 ... Validation loss: 0.459[[ 0.32833657]
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[[ 0.05041278 -0.15583929 0.06971433 ..., -0.14768895 0.19286727
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[ 0.04038686 0.04646989 0.10457526 ..., -0.24513199 -0.02223752
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[ 0.05373524 -0.02497393 -0.07848695 ..., 0.03906312 0.4047055
0.18416188]]
Progress: 13.8% ... Training loss: 0.267 ... Validation loss: 0.436[[ 0.33017522]
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[ 0.05400443 -0.02519313 -0.07912913 ..., 0.03898408 0.4054786
0.18340398]]
Progress: 13.8% ... Training loss: 0.265 ... Validation loss: 0.437[[ 0.33678574]
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[ 1.56617117]
[ 0.3889544 ]
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[[ 0.0514248 -0.15675037 0.06742943 ..., -0.14799763 0.19504845
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[ 0.04040665 0.0464554 0.10446885 ..., -0.24513436 -0.02226474
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[ 0.05400457 -0.02518367 -0.07914594 ..., 0.0389878 0.40556391
0.18341407]]
Progress: 13.8% ... Training loss: 0.268 ... Validation loss: 0.445[[ 0.33884971]
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[ 1.57082613]
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[[ 0.05197113 -0.15725373 0.06615791 ..., -0.14814752 0.19636256
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[ 0.04031404 0.04652922 0.10465929 ..., -0.2451071 -0.02251021
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[ 0.05466828 -0.0257642 -0.08069117 ..., 0.03881291 0.40736513
0.18165401]]
Progress: 13.8% ... Training loss: 0.269 ... Validation loss: 0.447[[ 0.32901855]
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[[ 0.05126482 -0.15662691 0.06784261 ..., -0.14793379 0.19486584
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[ 0.04021189 0.04661665 0.10489704 ..., -0.24508083 -0.02268457
0.11740497]
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[ 0.0542789 -0.02540466 -0.07982898 ..., 0.03893051 0.40662193
0.18254507]]
Progress: 13.8% ... Training loss: 0.266 ... Validation loss: 0.431[[ 0.33527116]
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[ 1.57058415]
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[[ 0.05125156 -0.15660002 0.06788342 ..., -0.14792954 0.19484597
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[ 0.04029219 0.04654327 0.10470301 ..., -0.24510711 -0.022469
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[ 0.05447287 -0.0255505 -0.08027802 ..., 0.03887832 0.40727495
0.18206427]]
Progress: 13.8% ... Training loss: 0.264 ... Validation loss: 0.436[[ 0.31990716]
[-0.29949877]
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[ 1.55883957]
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[[ 0.0494619 -0.15504865 0.07203355 ..., -0.14739617 0.19078848
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[ 0.04020608 0.0466209 0.1048758 ..., -0.24508054 -0.02269178
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[ 0.05400845 -0.02513125 -0.07915425 ..., 0.03902802 0.40651121
0.18335243]]
Progress: 13.8% ... Training loss: 0.298 ... Validation loss: 0.453[[ 0.33973528]
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[ 1.57261425]
[ 0.3911184 ]
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[[ 0.04993996 -0.155507 0.07086341 ..., -0.14756712 0.19209005
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[ 0.05425683 -0.02535348 -0.07977719 ..., 0.03895093 0.40718204
0.18266313]]
Progress: 13.8% ... Training loss: 0.269 ... Validation loss: 0.442[[ 0.32747117]
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[[ 0.05015881 -0.15565037 0.07041953 ..., -0.14761926 0.19243476
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[ 0.04038073 0.04648122 0.1044437 ..., -0.24512656 -0.02223496
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0.18336913]]
Progress: 13.8% ... Training loss: 0.269 ... Validation loss: 0.433[[ 0.33550537]
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[[ 0.05064843 -0.15613377 0.06929566 ..., -0.14780562 0.19375304
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[ 0.04002231 0.04679157 0.10526319 ..., -0.2450226 -0.02303199
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[ 0.0539917 -0.02511575 -0.07931375 ..., 0.03902787 0.40692956
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Progress: 13.8% ... Training loss: 0.264 ... Validation loss: 0.436[[ 0.3348907 ]
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[[ 0.05071692 -0.15618835 0.06914692 ..., -0.14782156 0.19382154
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[ 0.05391887 -0.02505422 -0.07923718 ..., 0.03905864 0.4069801
0.1832404 ]]
Progress: 13.8% ... Training loss: 0.263 ... Validation loss: 0.433[[ 0.32632981]
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[[ 0.0501227 -0.15564643 0.07052773 ..., -0.14764188 0.19248011
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[ 0.0398648 0.04693429 0.10563786 ..., -0.24497695 -0.0234225
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[ 0.05327709 -0.0244915 -0.07785692 ..., 0.03924491 0.40562868
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Progress: 13.8% ... Training loss: 0.273 ... Validation loss: 0.436[[ 0.33693186]
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[[ 0.05098511 -0.15644071 0.068505 ..., -0.14792134 0.19443342
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[ 0.0538819 -0.0250362 -0.07926735 ..., 0.03904979 0.40709876
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Progress: 13.9% ... Training loss: 0.266 ... Validation loss: 0.435[[ 0.3369531 ]
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[[ 0.05094234 -0.15638992 0.06864155 ..., -0.14790217 0.19413817
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[ 0.0541629 -0.02526382 -0.0799283 ..., 0.03898306 0.40786247
0.1824587 ]]
Progress: 13.9% ... Training loss: 0.267 ... Validation loss: 0.435[[ 0.33013117]
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[[ 0.05038418 -0.15590228 0.07002512 ..., -0.14773968 0.1929683
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[ 0.03985942 0.04694726 0.10567459 ..., -0.24497172 -0.02339979
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[ 0.05454845 -0.02559311 -0.08078709 ..., 0.03887016 0.4089704
0.18149898]]
Progress: 13.9% ... Training loss: 0.264 ... Validation loss: 0.430[[ 0.33557684]
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[[ 0.05086118 -0.15630645 0.06901799 ..., -0.14789245 0.19467811
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[ 0.0543816 -0.02543015 -0.08042767 ..., 0.03893312 0.40893495
0.1819079 ]]
Progress: 13.9% ... Training loss: 0.265 ... Validation loss: 0.433[[ 0.3305992 ]
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[[ 0.05022872 -0.15567777 0.07049426 ..., -0.14765779 0.19365356
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[ 0.03980853 0.04699327 0.10575349 ..., -0.24495783 -0.02348477
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[ 0.05398301 -0.02504129 -0.07952924 ..., 0.03906373 0.40838001
0.18279275]]
Progress: 13.9% ... Training loss: 0.263 ... Validation loss: 0.427[[ 0.33151812]
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[[ 0.05033657 -0.15581515 0.07037684 ..., -0.14769857 0.19402576
-0.18707163]
[ 0.03986007 0.04694966 0.10558159 ..., -0.24497096 -0.02337218
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[ 0.05409172 -0.02512812 -0.07978916 ..., 0.03902978 0.40884221
0.18254907]]
Progress: 13.9% ... Training loss: 0.262 ... Validation loss: 0.429[[ 0.33715183]
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[[ 0.05081232 -0.15623845 0.06932997 ..., -0.1478386 0.1951623
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[ 0.03985212 0.04695644 0.10557975 ..., -0.24496865 -0.02339413
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0.18105239]]
Progress: 13.9% ... Training loss: 0.268 ... Validation loss: 0.435[[ 0.33766643]
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[ 0.0547891 -0.02570646 -0.08144213 ..., 0.03882376 0.41087185
0.18077579]]
Progress: 13.9% ... Training loss: 0.268 ... Validation loss: 0.438[[ 0.32988957]
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[[ 0.05012963 -0.15565997 0.07116845 ..., -0.14764127 0.19336407
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[ 0.03983654 0.04696705 0.10559347 ..., -0.24496317 -0.02338599
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[ 0.05467793 -0.02560533 -0.08119362 ..., 0.03885768 0.41060179
0.18103802]]
Progress: 13.9% ... Training loss: 0.263 ... Validation loss: 0.428[[ 0.33824234]
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[ 0.39079391]
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[[ 0.05037281 -0.15589895 0.07061124 ..., -0.14772304 0.19368052
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[ 0.04000637 0.04681808 0.10519158 ..., -0.2450154 -0.02292453
0.1178479 ]
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[ 0.05480715 -0.02568409 -0.08153257 ..., 0.03883374 0.41111297
0.18074867]]
Progress: 13.9% ... Training loss: 0.270 ... Validation loss: 0.436[[ 0.331764 ]
[-0.28420647]
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[[ 0.0496258 -0.15528658 0.07221958 ..., -0.14751435 0.19172692
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[ 0.05483254 -0.02569665 -0.08162018 ..., 0.03883207 0.41137242
0.18065215]]
Progress: 13.9% ... Training loss: 0.262 ... Validation loss: 0.429[[ 0.33127559]
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[ 0.05418682 -0.02509507 -0.08013121 ..., 0.03905347 0.41038804
0.18234838]]
Progress: 13.9% ... Training loss: 0.262 ... Validation loss: 0.427[[ 0.33834908]
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[[ 0.05038206 -0.15595845 0.07047476 ..., -0.14774076 0.19369809
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[ 0.05448619 -0.02535529 -0.08083122 ..., 0.03896708 0.41115317
0.18157567]]
Progress: 13.9% ... Training loss: 0.276 ... Validation loss: 0.436[[ 0.32370867]
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[[ 0.04964865 -0.15533251 0.07212305 ..., -0.14754142 0.19208394
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[ 0.05361876 -0.02460742 -0.07879178 ..., 0.03921438 0.40937618
0.18359528]]
Progress: 13.9% ... Training loss: 0.270 ... Validation loss: 0.433[[ 0.33024353]
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[[ 0.04961116 -0.15522147 0.07240137 ..., -0.14751758 0.19194448
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Progress: 13.9% ... Training loss: 0.263 ... Validation loss: 0.425[[ 0.33544162]
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Progress: 14.0% ... Training loss: 0.269 ... Validation loss: 0.429[[ 0.32872871]
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[[ 0.04957948 -0.15521745 0.07265476 ..., -0.14753672 0.19229829
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[ 0.05360121 -0.02459617 -0.07873906 ..., 0.03922258 0.41004973
0.18348376]]
Progress: 14.0% ... Training loss: 0.263 ... Validation loss: 0.427[[ 0.3358692 ]
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[ 0.05351539 -0.02448681 -0.07859157 ..., 0.039258 0.41007474
0.18360997]]
Progress: 14.0% ... Training loss: 0.270 ... Validation loss: 0.432[[ 0.32064598]
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[[ 0.04878421 -0.15459843 0.07451435 ..., -0.14734853 0.19032349
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[ 0.03990836 0.04689865 0.10530019 ..., -0.24498326 -0.02303949
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[ 0.05328855 -0.02429498 -0.07817166 ..., 0.03931343 0.40960927
0.18396943]]
Progress: 14.0% ... Training loss: 0.281 ... Validation loss: 0.449[[ 0.34659157]
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[[ 0.05001929 -0.15574958 0.07162451 ..., -0.14777973 0.1931513
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[ 0.0400428 0.04677594 0.10496957 ..., -0.24502777 -0.02266488
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0.18299723]]
Progress: 14.0% ... Training loss: 0.296 ... Validation loss: 0.467[[ 0.3235948 ]
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-0.18205358]
[ 0.03987836 0.04689684 0.10532928 ..., -0.24498535 -0.02302303
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[ 0.05306993 -0.02419211 -0.07774287 ..., 0.03932612 0.40924121
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Progress: 14.0% ... Training loss: 0.279 ... Validation loss: 0.444[[ 0.34644054]
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[ 1.58358994]
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[[ 0.05070072 -0.15663945 0.06970159 ..., -0.1481589 0.19516611
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[ 0.03992775 0.04684942 0.10523237 ..., -0.2450036 -0.02287955
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[ 0.0530926 -0.02419186 -0.07777668 ..., 0.03932421 0.40949039
0.18440109]]
Progress: 14.0% ... Training loss: 0.292 ... Validation loss: 0.462[[ 0.33328532]
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[[ 0.04976093 -0.15584668 0.07182177 ..., -0.14791096 0.1932098
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[ 0.03987914 0.04688943 0.10532947 ..., -0.24499063 -0.02300544
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[ 0.05288475 -0.02400686 -0.07726313 ..., 0.03938478 0.40934443
0.18495116]]
Progress: 14.0% ... Training loss: 0.263 ... Validation loss: 0.428[[ 0.33492537]
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[[ 0.04994296 -0.15603623 0.07145112 ..., -0.14798073 0.19334807
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[ 0.03989736 0.04687302 0.10529277 ..., -0.24499594 -0.0229611
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-0.24866174]
[ 0.0530964 -0.0241659 -0.07786211 ..., 0.03933568 0.40997541
0.18437847]]
Progress: 14.0% ... Training loss: 0.264 ... Validation loss: 0.429[[ 0.32149244]
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[[ 0.0491168 -0.1553079 0.07350946 ..., -0.14774914 0.19149206
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[ 0.03992113 0.04685331 0.10523827 ..., -0.24500245 -0.02290384
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[ 0.05274228 -0.02386785 -0.07695805 ..., 0.03944465 0.40934297
0.18535095]]
Progress: 14.0% ... Training loss: 0.287 ... Validation loss: 0.448[[ 0.33637723]
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[[ 0.04963986 -0.15578521 0.07236516 ..., -0.14791596 0.19277632
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[ 0.0400634 0.04672237 0.10491299 ..., -0.24504772 -0.02255252
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[ 0.05336967 -0.02444364 -0.07844922 ..., 0.03923754 0.41099522
0.1835894 ]]
Progress: 14.0% ... Training loss: 0.265 ... Validation loss: 0.438[[ 0.33103799]
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[ 0.05328069 -0.02434857 -0.07825341 ..., 0.03926784 0.41113912
0.18386833]]
Progress: 14.0% ... Training loss: 0.265 ... Validation loss: 0.434[[ 0.33229396]
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[ 0.03995116 0.04681963 0.10515912 ..., -0.24501369 -0.02281093
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[ 0.05303904 -0.02413856 -0.07769003 ..., 0.03935215 0.41089055
0.18437221]]
Progress: 14.0% ... Training loss: 0.263 ... Validation loss: 0.432[[ 0.32792947]
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[[ 0.04933796 -0.15553093 0.07326803 ..., -0.14782811 0.19213365
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[ 0.03985876 0.04690099 0.10536209 ..., -0.24498581 -0.0230458
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[ 0.05266275 -0.023806 -0.07688276 ..., 0.03948065 0.4103796
0.18539304]]
Progress: 14.0% ... Training loss: 0.265 ... Validation loss: 0.432[[ 0.34071044]
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[[ 0.05020674 -0.1563249 0.07119021 ..., -0.14809762 0.19424173
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[ 0.04019659 0.04661251 0.10459091 ..., -0.24508819 -0.02213366
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[ 0.05233133 -0.02348298 -0.07623742 ..., 0.03959391 0.40991177
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Progress: 14.0% ... Training loss: 0.278 ... Validation loss: 0.447[[ 0.3286401 ]
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[[ 0.04852937 -0.15498758 0.07484705 ..., -0.14768051 0.19005127
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[ 0.04019132 0.0466168 0.10460358 ..., -0.24508686 -0.02213931
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[ 0.05227902 -0.02344343 -0.07612521 ..., 0.03960662 0.40970006
0.18615063]]
Progress: 14.1% ... Training loss: 0.267 ... Validation loss: 0.434[[ 0.33570725]
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[[ 0.04898341 -0.15544274 0.07385789 ..., -0.14783726 0.19110113
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[ 0.04028235 0.04653662 0.10439731 ..., -0.24511534 -0.02189526
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[ 0.05270702 -0.02381624 -0.07714871 ..., 0.03947811 0.41085792
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Progress: 14.1% ... Training loss: 0.263 ... Validation loss: 0.435[[ 0.33379581]
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[[ 0.04894121 -0.1553995 0.07390303 ..., -0.14781923 0.19084987
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[ 0.04028235 0.04653662 0.10439731 ..., -0.24511534 -0.02189526
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[ 0.05285964 -0.02395362 -0.07746475 ..., 0.03944227 0.41122486
0.18450327]]
Progress: 14.1% ... Training loss: 0.262 ... Validation loss: 0.433[[ 0.33093005]
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[ 0.04006187 0.04672751 0.10489973 ..., -0.2450561 -0.02229544
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[ 0.05271972 -0.02381185 -0.07724231 ..., 0.03948912 0.41095926
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Progress: 14.1% ... Training loss: 0.264 ... Validation loss: 0.434[[ 0.33557915]
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[ 0.04009065 0.04670199 0.10483006 ..., -0.24506432 -0.02222777
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[ 0.05307741 -0.02410192 -0.0782575 ..., 0.03938448 0.41224596
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Progress: 14.1% ... Training loss: 0.263 ... Validation loss: 0.435[[ 0.33461374]
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[ 0.0526369 -0.02373141 -0.07735253 ..., 0.03951148 0.41143566
0.18455294]]
Progress: 14.1% ... Training loss: 0.263 ... Validation loss: 0.433[[ 0.32786078]
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[ 0.38032211]
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[[ 0.04876383 -0.15527216 0.0744596 ..., -0.14775293 0.19012049
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[ 0.04038482 0.04645371 0.10415761 ..., -0.24514891 -0.02143468
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[ 0.05249452 -0.02359239 -0.0769839 ..., 0.03955548 0.41124692
0.18496419]]
Progress: 14.1% ... Training loss: 0.267 ... Validation loss: 0.435[[ 0.34131076]
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[[ 0.05041425 -0.15671514 0.07057945 ..., -0.14824424 0.19421019
-0.18818625]
[ 0.04043927 0.04640521 0.10402471 ..., -0.24516526 -0.02128535
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[ 0.05314039 -0.02412664 -0.07861466 ..., 0.03937212 0.41308701
0.18303273]]
Progress: 14.1% ... Training loss: 0.279 ... Validation loss: 0.451[[ 0.31532459]
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[[ 0.04829967 -0.15501616 0.07525131 ..., -0.1477041 0.18896226
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[ 0.05194731 -0.02310556 -0.07612753 ..., 0.03969454 0.41069737
0.18564735]]
Progress: 14.1% ... Training loss: 0.304 ... Validation loss: 0.466[[ 0.3292842 ]
[-0.28514602]
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[ 0.0524908 -0.02360521 -0.07746802 ..., 0.03950984 0.41221647
0.18417356]]
Progress: 14.1% ... Training loss: 0.262 ... Validation loss: 0.429[[ 0.33065655]
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[[ 0.04967691 -0.15632263 0.0717227 ..., -0.14821781 0.19308402
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[ 0.04061428 0.04625041 0.10356476 ..., -0.24521775 -0.02080519
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[ 0.0523392 -0.02345502 -0.07713116 ..., 0.0395586 0.41218958
0.18457325]]
Progress: 14.1% ... Training loss: 0.262 ... Validation loss: 0.430[[ 0.34099641]
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[[ 0.04964735 -0.15630478 0.07182208 ..., -0.14820976 0.19294142
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[ 0.04064292 0.04622607 0.10347739 ..., -0.24522471 -0.02073946
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[ 0.05278307 -0.02382886 -0.07813252 ..., 0.03942766 0.41340698
0.18355429]]
Progress: 14.1% ... Training loss: 0.277 ... Validation loss: 0.450[[ 0.32933599]
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[ 0.04064292 0.04622607 0.10347739 ..., -0.24522471 -0.02073946
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[ 0.05266265 -0.02370785 -0.07790846 ..., 0.03947248 0.41327191
0.18381628]]
Progress: 14.1% ... Training loss: 0.262 ... Validation loss: 0.430[[ 0.32741646]
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[[ 0.04925401 -0.1558913 0.07270813 ..., -0.14808443 0.19199381
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[ 0.04066064 0.04621089 0.10343529 ..., -0.24522979 -0.0206951
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[ 0.05265509 -0.02369279 -0.07787709 ..., 0.03948424 0.41358217
0.18391365]]
Progress: 14.1% ... Training loss: 0.263 ... Validation loss: 0.428[[ 0.32341392]
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[[ 0.04898135 -0.15569651 0.07362581 ..., -0.14800923 0.19094342
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[ 0.05252958 -0.02354283 -0.07765166 ..., 0.03953673 0.41353856
0.18427323]]
Progress: 14.1% ... Training loss: 0.266 ... Validation loss: 0.433[[ 0.33545195]
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[[ 0.04946574 -0.15613306 0.07251483 ..., -0.14816011 0.19234782
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[ 0.04077847 0.04610307 0.10315757 ..., -0.24526549 -0.02036726
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0.18371215]]
Progress: 14.2% ... Training loss: 0.270 ... Validation loss: 0.443[[ 0.31913221]
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[[ 0.04822728 -0.15509552 0.07542792 ..., -0.14783575 0.18920023
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[ 0.05288665 -0.0238513 -0.07846734 ..., 0.03943354 0.41452642
0.18341116]]
Progress: 14.2% ... Training loss: 0.284 ... Validation loss: 0.448[[ 0.33878879]
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[[ 0.0491739 -0.15597716 0.07313696 ..., -0.14815256 0.19148404
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[ 0.04031423 0.04648541 0.10419758 ..., -0.24514992 -0.0213777
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[ 0.05351983 -0.0244594 -0.07999732 ..., 0.0392135 0.41620856
0.18194039]]
Progress: 14.2% ... Training loss: 0.277 ... Validation loss: 0.455[[ 0.33216102]
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[[ 0.04885962 -0.1556821 0.07389987 ..., -0.14805544 0.19050555
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[ 0.04020717 0.04657632 0.10446095 ..., -0.24512366 -0.02162882
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[ 0.05361764 -0.02450761 -0.08027949 ..., 0.03920113 0.41658786
0.1815741 ]]
Progress: 14.2% ... Training loss: 0.263 ... Validation loss: 0.435[[ 0.32585678]
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[[ 0.04826611 -0.15511877 0.07525204 ..., -0.14787621 0.18959746
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[ 0.03998929 0.04676155 0.10484111 ..., -0.24506388 -0.02214639
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[ 0.05415609 -0.02495208 -0.08157726 ..., 0.03905516 0.41816668
0.18008557]]
Progress: 14.2% ... Training loss: 0.264 ... Validation loss: 0.432[[ 0.33342521]
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[[ 0.04907893 -0.15575461 0.07355144 ..., -0.14809383 0.1918054
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[ 0.05480909 -0.02553157 -0.08313163 ..., 0.03886572 0.41973585
0.17859091]]
Progress: 14.2% ... Training loss: 0.269 ... Validation loss: 0.436[[ 0.33239561]
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Progress: 14.2% ... Training loss: 0.265 ... Validation loss: 0.436[[ 0.32806474]
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[[ 0.05015385 -0.15665583 0.07122067 ..., -0.14837844 0.1943076
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[ 0.05535681 -0.02599903 -0.08441983 ..., 0.03871633 0.42114244
0.17721087]]
Progress: 14.2% ... Training loss: 0.263 ... Validation loss: 0.431[[ 0.31736774]
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0.17791269]]
Progress: 14.2% ... Training loss: 0.279 ... Validation loss: 0.442[[ 0.33093511]
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0.17687702]]
Progress: 14.2% ... Training loss: 0.264 ... Validation loss: 0.433[[ 0.33747349]
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0.17582859]]
Progress: 14.2% ... Training loss: 0.281 ... Validation loss: 0.450[[ 0.32592611]
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0.17673135]]
Progress: 14.2% ... Training loss: 0.263 ... Validation loss: 0.428[[ 0.31908935]
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Progress: 14.2% ... Training loss: 0.273 ... Validation loss: 0.437[[ 0.32279627]
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0.17866054]]
Progress: 14.2% ... Training loss: 0.266 ... Validation loss: 0.431[[ 0.332717 ]
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Progress: 14.2% ... Training loss: 0.266 ... Validation loss: 0.434[[ 0.31903517]
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[[ 0.04867856 -0.15550237 0.07497581 ..., -0.14802256 0.19150858
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[ 0.05423273 -0.02491731 -0.08193297 ..., 0.03910169 0.41964599
0.17930215]]
Progress: 14.3% ... Training loss: 0.282 ... Validation loss: 0.443[[ 0.33316977]
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[[ 0.04935175 -0.15610122 0.07337887 ..., -0.14825693 0.19341261
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Progress: 14.3% ... Training loss: 0.267 ... Validation loss: 0.441[[ 0.32251431]
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[[ 0.04838108 -0.15528475 0.07572818 ..., -0.14797982 0.19127226
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[ 0.05422542 -0.02489284 -0.08190698 ..., 0.03909645 0.42015256
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Progress: 14.3% ... Training loss: 0.269 ... Validation loss: 0.435[[ 0.31921921]
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[ 0.05412613 -0.02480578 -0.08173392 ..., 0.0391289 0.41993238
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Progress: 14.3% ... Training loss: 0.282 ... Validation loss: 0.443[[ 0.33437109]
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[ 0.05462725 -0.0252624 -0.08303447 ..., 0.03897071 0.42143484
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Progress: 14.3% ... Training loss: 0.267 ... Validation loss: 0.442[[ 0.31802052]
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[ 0.05403173 -0.02473401 -0.08164855 ..., 0.03914608 0.42069217
0.17931274]]
Progress: 14.3% ... Training loss: 0.282 ... Validation loss: 0.445[[ 0.32773971]
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[[ 0.0481074 -0.15505287 0.07634824 ..., -0.14794263 0.1913047
-0.18434937]
[ 0.03961284 0.04706979 0.10558169 ..., -0.24498648 -0.02235974
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[ 0.05462302 -0.02525766 -0.08309654 ..., 0.03894576 0.42233095
0.17780146]]
Progress: 14.3% ... Training loss: 0.262 ... Validation loss: 0.428[[ 0.3145022 ]
[-0.29219886]
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[[ 0.04714085 -0.15420785 0.07873817 ..., -0.14765793 0.18920801
-0.18178905]
[ 0.03960203 0.04707856 0.10560708 ..., -0.24498352 -0.02238641
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0.17914769]]
Progress: 14.3% ... Training loss: 0.289 ... Validation loss: 0.451[[ 0.33626117]
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[[ 0.04872641 -0.15571764 0.0747463 ..., -0.14820987 0.19316912
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[ 0.03976612 0.04692574 0.10519144 ..., -0.2450397 -0.02195271
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-0.25248228]
[ 0.05465322 -0.02528122 -0.08319008 ..., 0.03893007 0.42282457
0.17773109]]
Progress: 14.3% ... Training loss: 0.279 ... Validation loss: 0.449[[ 0.32574528]
[-0.28205442]
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[[ 0.0472373 -0.15449784 0.07807911 ..., -0.14782217 0.18966143
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[ 0.03972566 0.04695919 0.10528855 ..., -0.24503088 -0.02197556
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[ 0.05499272 -0.02556473 -0.08408973 ..., 0.03883837 0.42370602
0.17658082]]
Progress: 14.3% ... Training loss: 0.263 ... Validation loss: 0.429[[ 0.32848626]
[-0.28101178]
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[[ 0.04741967 -0.15472582 0.07776102 ..., -0.14788112 0.18999368
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[ 0.03942826 0.04721259 0.10591391 ..., -0.2449419 -0.02269863
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[ 0.05526496 -0.02581014 -0.0847458 ..., 0.03875609 0.42433806
0.17577977]]
Progress: 14.3% ... Training loss: 0.262 ... Validation loss: 0.430[[ 0.32777237]
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[[ 0.04743121 -0.15474487 0.07790676 ..., -0.14787803 0.19000758
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[ 0.05499669 -0.02557331 -0.08423395 ..., 0.0388384 0.42404193
0.1763543 ]]
Progress: 14.3% ... Training loss: 0.262 ... Validation loss: 0.431[[ 0.32562187]
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[[ 0.04723303 -0.15456539 0.0783004 ..., -0.14782205 0.18951129
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[ 0.03967388 0.04700639 0.10535332 ..., -0.24501723 -0.02203579
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[ 0.0545529 -0.02516983 -0.08329141 ..., 0.03898051 0.42314087
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Progress: 14.3% ... Training loss: 0.263 ... Validation loss: 0.431[[ 0.33018361]
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[ 0.03979227 0.04690098 0.10506484 ..., -0.2450542 -0.02169523
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[ 0.05489331 -0.02547325 -0.08408916 ..., 0.03886748 0.42413716
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Progress: 14.3% ... Training loss: 0.262 ... Validation loss: 0.430[[ 0.32615924]
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[[ 0.04774691 -0.1550342 0.07723272 ..., -0.14798142 0.19136055
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[ 0.05476244 -0.02536202 -0.0837099 ..., 0.03890849 0.42401373
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Progress: 14.3% ... Training loss: 0.263 ... Validation loss: 0.429[[ 0.33138915]
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[ 0.05485584 -0.02542955 -0.08394558 ..., 0.03888585 0.42431234
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Progress: 14.4% ... Training loss: 0.263 ... Validation loss: 0.429[[ 0.32301527]
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[ 0.05469685 -0.02526956 -0.08375676 ..., 0.03894869 0.42421184
0.17673833]]
Progress: 14.4% ... Training loss: 0.265 ... Validation loss: 0.430[[ 0.32577346]
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[ 0.05436028 -0.02494804 -0.08288635 ..., 0.03905902 0.4237432
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Progress: 14.4% ... Training loss: 0.262 ... Validation loss: 0.428[[ 0.31535175]
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[[ 0.04712297 -0.15441836 0.07918825 ..., -0.14778927 0.19032248
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[ 0.05369174 -0.02434859 -0.08128505 ..., 0.03927445 0.42240531
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Progress: 14.4% ... Training loss: 0.287 ... Validation loss: 0.450[[ 0.32968529]
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0.17858287]]
Progress: 14.4% ... Training loss: 0.264 ... Validation loss: 0.435[[ 0.33054217]
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[[ 0.04807019 -0.15519224 0.07710717 ..., -0.1480586 0.19296366
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[ 0.04009013 0.04665645 0.10425418 ..., -0.24515248 -0.02062724
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[ 0.05390462 -0.02449257 -0.08188394 ..., 0.03921266 0.42359706
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Progress: 14.4% ... Training loss: 0.264 ... Validation loss: 0.434[[ 0.31678016]
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Progress: 14.4% ... Training loss: 0.275 ... Validation loss: 0.441[[ 0.32603571]
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Progress: 14.4% ... Training loss: 0.262 ... Validation loss: 0.428[[ 0.32828684]
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[ 0.05414854 -0.02465964 -0.08257179 ..., 0.03914211 0.42483562
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Progress: 14.4% ... Training loss: 0.265 ... Validation loss: 0.432[[ 0.33218756]
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[ 0.05380999 -0.02436564 -0.08195187 ..., 0.03923655 0.42438329
0.17818349]]
Progress: 14.4% ... Training loss: 0.272 ... Validation loss: 0.437[[ 0.32776003]
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[[ 0.04801143 -0.15508562 0.07718237 ..., -0.14806195 0.19307816
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[ 0.05351955 -0.02407665 -0.0814417 ..., 0.03933639 0.42406693
0.17867767]]
Progress: 14.4% ... Training loss: 0.266 ... Validation loss: 0.428[[ 0.31513145]
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[ 0.05376484 -0.02427991 -0.08197584 ..., 0.03926593 0.42485311
0.17794021]]
Progress: 14.4% ... Training loss: 0.274 ... Validation loss: 0.439[[ 0.32413684]
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[ 0.05436965 -0.02483988 -0.08350877 ..., 0.0390625 0.42666 0.17629995]]
Progress: 14.4% ... Training loss: 0.262 ... Validation loss: 0.426[[ 0.32510601]
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[ 0.0544842 -0.02493555 -0.08379719 ..., 0.03902391 0.42716837
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Progress: 14.4% ... Training loss: 0.262 ... Validation loss: 0.427[[ 0.32363378]
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[ 0.05470932 -0.02512162 -0.08433938 ..., 0.03895497 0.42792465
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Progress: 14.4% ... Training loss: 0.262 ... Validation loss: 0.429[[ 0.32811759]
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[ 0.05505745 -0.02539891 -0.08515413 ..., 0.0388585 0.42907246
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Progress: 14.5% ... Training loss: 0.262 ... Validation loss: 0.431[[ 0.32850214]
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[ 0.05482612 -0.02519381 -0.08465982 ..., 0.03893867 0.42879701
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Progress: 14.5% ... Training loss: 0.262 ... Validation loss: 0.432[[ 0.32337453]
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[ 0.05480638 -0.02516672 -0.08460284 ..., 0.03895054 0.42894975
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Progress: 14.5% ... Training loss: 0.263 ... Validation loss: 0.430[[ 0.32617695]
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[[ 0.04739906 -0.15457567 0.0791152 ..., -0.14788108 0.19272414
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[ 0.04107009 0.04582194 0.10203367 ..., -0.245446 -0.01800622
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[ 0.05523414 -0.02552321 -0.08555 ..., 0.03881812 0.43013971
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Progress: 14.5% ... Training loss: 0.262 ... Validation loss: 0.432[[ 0.32588856]
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[ 0.05497173 -0.02530301 -0.08492783 ..., 0.03888295 0.42956387
0.17460285]]
Progress: 14.5% ... Training loss: 0.262 ... Validation loss: 0.430[[ 0.32583779]
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[[ 0.04723267 -0.15447255 0.07961659 ..., -0.14786239 0.19298285
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[ 0.04072385 0.04612222 0.10279798 ..., -0.24534408 -0.01875198
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[ 0.05486968 -0.02520284 -0.08467097 ..., 0.03892468 0.42953615
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Progress: 14.5% ... Training loss: 0.262 ... Validation loss: 0.431[[ 0.33251714]
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[ 0.05456951 -0.02492261 -0.08392389 ..., 0.03902767 0.42898909
0.17576928]]
Progress: 14.5% ... Training loss: 0.267 ... Validation loss: 0.438[[ 0.32348592]
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[[ 0.04764562 -0.15479751 0.07886489 ..., -0.1479953 0.19427864
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[ 0.04078512 0.0460748 0.10264648 ..., -0.24536406 -0.01857132
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[ 0.05460853 -0.02494371 -0.0841169 ..., 0.0390209 0.42933901
0.1754317 ]]
Progress: 14.5% ... Training loss: 0.262 ... Validation loss: 0.428[[ 0.32585558]
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[[ 0.04749503 -0.1546833 0.0793772 ..., -0.14795862 0.19436255
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0.17711054]]
Progress: 14.5% ... Training loss: 0.262 ... Validation loss: 0.431[[ 0.32135658]
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[[ 0.04669397 -0.1539979 0.08148358 ..., -0.14771485 0.19220663
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[ 0.04074721 0.04610904 0.10275363 ..., -0.24535257 -0.01864484
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[ 0.05392291 -0.02429945 -0.08222583 ..., 0.03925526 0.42823812
0.17725427]]
Progress: 14.5% ... Training loss: 0.269 ... Validation loss: 0.434[[ 0.32712038]
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[[ 0.04712143 -0.15436393 0.08039973 ..., -0.14783458 0.19330589
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[ 0.04081147 0.04605218 0.1025997 ..., -0.24537245 -0.01834513
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-0.25102822]
[ 0.05401812 -0.02437574 -0.08256152 ..., 0.03922917 0.42859487
0.17711162]]
Progress: 14.5% ... Training loss: 0.261 ... Validation loss: 0.431[[ 0.32072293]
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[[ 0.0464361 -0.15374174 0.08198758 ..., -0.1476057 0.1920718
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[ 0.04088634 0.04598852 0.10244179 ..., -0.24539571 -0.01814136
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[ 0.05365593 -0.02404769 -0.08171331 ..., 0.03934921 0.42789167
0.17798531]]
Progress: 14.5% ... Training loss: 0.268 ... Validation loss: 0.432[[ 0.33544472]
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[[ 0.04737793 -0.15455546 0.07981699 ..., -0.14789831 0.19474707
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[ 0.04104146 0.04585302 0.10205363 ..., -0.24544817 -0.01768524
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[ 0.05380138 -0.02415333 -0.08205108 ..., 0.03930596 0.42822218
0.17768355]]
Progress: 14.5% ... Training loss: 0.274 ... Validation loss: 0.445[[ 0.32056389]
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[ 0.04103697 0.04585844 0.1020515 ..., -0.24544669 -0.01770025
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[ 0.05336102 -0.02375835 -0.08115715 ..., 0.0394383 0.42738167
0.17866747]]
Progress: 14.5% ... Training loss: 0.268 ... Validation loss: 0.431[[ 0.32967252]
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[[ 0.04635943 -0.15373154 0.08214027 ..., -0.14762987 0.19248512
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[ 0.04088586 0.04597902 0.10241667 ..., -0.24540709 -0.01796085
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[ 0.05335549 -0.02374147 -0.08114709 ..., 0.03944574 0.42756291
0.17861546]]
Progress: 14.5% ... Training loss: 0.263 ... Validation loss: 0.433[[ 0.32176155]
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[ 0.05311596 -0.0234948 -0.08054466 ..., 0.03952718 0.42731099
0.17919199]]
Progress: 14.6% ... Training loss: 0.264 ... Validation loss: 0.430[[ 0.32466038]
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[[ 0.04575555 -0.15318486 0.08374161 ..., -0.14744555 0.19133913
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[ 0.05327878 -0.02361725 -0.08102457 ..., 0.0394803 0.42787431
0.17854024]]
Progress: 14.6% ... Training loss: 0.261 ... Validation loss: 0.430[[ 0.32143868]
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[[ 0.04542674 -0.15290228 0.08455139 ..., -0.14735154 0.19077134
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[ 0.05319629 -0.02354499 -0.08085418 ..., 0.03950784 0.42770986
0.17868223]]
Progress: 14.6% ... Training loss: 0.266 ... Validation loss: 0.433[[ 0.33799767]
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[[ 0.04697753 -0.1542853 0.08098746 ..., -0.14784824 0.19483536
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[ 0.05375021 -0.02406033 -0.0822149 ..., 0.03931263 0.42902118
0.17708416]]
Progress: 14.6% ... Training loss: 0.284 ... Validation loss: 0.460[[ 0.32712501]
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[[ 0.04631436 -0.15377849 0.08249352 ..., -0.14768861 0.19333487
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[ 0.04087277 0.04599776 0.10241764 ..., -0.24539655 -0.01788007
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[ 0.05352874 -0.02386957 -0.0817749 ..., 0.03937615 0.42891869
0.17762409]]
Progress: 14.6% ... Training loss: 0.261 ... Validation loss: 0.433[[ 0.3261478 ]
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[ 0.05366612 -0.02397184 -0.08201884 ..., 0.03934319 0.42956005
0.17710469]]
Progress: 14.6% ... Training loss: 0.262 ... Validation loss: 0.433[[ 0.33344713]
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[[ 0.04685237 -0.15420762 0.08154209 ..., -0.14783962 0.19499606
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[ 0.0409402 0.04594451 0.10222409 ..., -0.24541152 -0.01767796
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[ 0.05400716 -0.02424792 -0.08285608 ..., 0.03924563 0.43068952
0.17614645]]
Progress: 14.6% ... Training loss: 0.271 ... Validation loss: 0.448[[ 0.32360143]
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[ 0.04063155 0.04618952 0.10291636 ..., -0.24533446 -0.01833114
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[ 0.05407789 -0.02427575 -0.08306165 ..., 0.03923169 0.43129559
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Progress: 14.6% ... Training loss: 0.263 ... Validation loss: 0.432[[ 0.32923632]
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[ 0.0539119 -0.02412497 -0.08271012 ..., 0.03928307 0.43101395
0.17630425]]
Progress: 14.6% ... Training loss: 0.265 ... Validation loss: 0.434[[ 0.31606158]
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[ 0.05346283 -0.02372172 -0.08165925 ..., 0.03941331 0.43025477
0.17748412]]
Progress: 14.6% ... Training loss: 0.278 ... Validation loss: 0.445[[ 0.33165922]
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[ 0.05379381 -0.02403593 -0.08250905 ..., 0.03930455 0.43124376
0.17656892]]
Progress: 14.6% ... Training loss: 0.266 ... Validation loss: 0.438[[ 0.32684641]
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[ 0.05294002 -0.02329356 -0.08061997 ..., 0.03954963 0.4295901
0.17857655]]
Progress: 14.6% ... Training loss: 0.261 ... Validation loss: 0.434[[ 0.32173884]
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[ 0.05255742 -0.02293023 -0.07967959 ..., 0.03967211 0.42919778
0.1794483 ]]
Progress: 14.6% ... Training loss: 0.264 ... Validation loss: 0.434[[ 0.32756588]
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[ 0.05246037 -0.02283711 -0.07945012 ..., 0.03970289 0.42904804
0.1796605 ]]
Progress: 14.6% ... Training loss: 0.263 ... Validation loss: 0.436[[ 0.31792429]
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[ 0.0524275 -0.02278848 -0.07939421 ..., 0.03972081 0.42904618
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Progress: 14.6% ... Training loss: 0.268 ... Validation loss: 0.439[[ 0.31602442]
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[ 0.05204877 -0.0224384 -0.07859891 ..., 0.03983589 0.42845268
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Progress: 14.7% ... Training loss: 0.272 ... Validation loss: 0.444[[ 0.32325449]
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[[ 0.04580478 -0.15330561 0.08434937 ..., -0.14758696 0.193345
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[ 0.05215993 -0.02251579 -0.07886425 ..., 0.03980938 0.42914847
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Progress: 14.7% ... Training loss: 0.262 ... Validation loss: 0.436[[ 0.33192949]
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[ 0.05250545 -0.02280323 -0.07971082 ..., 0.03970588 0.43014466
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Progress: 14.7% ... Training loss: 0.270 ... Validation loss: 0.445[[ 0.33575262]
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Progress: 14.7% ... Training loss: 0.280 ... Validation loss: 0.456[[ 0.32102385]
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[ 0.05289147 -0.02310255 -0.08056525 ..., 0.03960935 0.43149107
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Progress: 14.7% ... Training loss: 0.266 ... Validation loss: 0.436[[ 0.33172133]
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[ 0.05324297 -0.02341598 -0.08144523 ..., 0.03949849 0.43240041
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Progress: 14.7% ... Training loss: 0.267 ... Validation loss: 0.442[[ 0.3256366 ]
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[ 0.05327046 -0.02343553 -0.0815237 ..., 0.03948356 0.43254538
0.17701278]]
Progress: 14.7% ... Training loss: 0.261 ... Validation loss: 0.432[[ 0.32730559]
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[ 0.04115241 0.04574465 0.10175389 ..., -0.24549488 -0.01683183
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Progress: 14.7% ... Training loss: 0.262 ... Validation loss: 0.431[[ 0.32716093]
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Progress: 14.7% ... Training loss: 0.261 ... Validation loss: 0.430[[ 0.32496853]
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[[ 0.04852473 -0.15574204 0.0778506 ..., -0.14845502 0.20078402
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[ 0.0535672 -0.02367729 -0.08237157 ..., 0.03941212 0.43392895
0.17595903]]
Progress: 14.7% ... Training loss: 0.261 ... Validation loss: 0.430[[ 0.32598462]
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[[ 0.04879432 -0.15601408 0.07719809 ..., -0.14853926 0.20147483
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[ 0.04105892 0.04582484 0.10195352 ..., -0.24546716 -0.01709819
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[ 0.05380113 -0.02387243 -0.0828853 ..., 0.03934109 0.43457881
0.17530911]]
Progress: 14.7% ... Training loss: 0.261 ... Validation loss: 0.430[[ 0.32773194]
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[ 0.05391752 -0.02398512 -0.08310309 ..., 0.039306 0.43511289
0.17501071]]
Progress: 14.7% ... Training loss: 0.261 ... Validation loss: 0.434[[ 0.33095425]
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[ 0.04110477 0.04579103 0.1018308 ..., -0.24547882 -0.01696985
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[ 0.05408878 -0.02412557 -0.08354577 ..., 0.03924994 0.43561914
0.17446759]]
Progress: 14.7% ... Training loss: 0.263 ... Validation loss: 0.435[[ 0.33335136]
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[[ 0.05006342 -0.15712029 0.07455305 ..., -0.14894694 0.20487037
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[ 0.04087598 0.04597353 0.10237058 ..., -0.2454131 -0.01750393
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[ 0.05417356 -0.02418069 -0.08366836 ..., 0.03923426 0.43605665
0.17430223]]
Progress: 14.7% ... Training loss: 0.265 ... Validation loss: 0.439[[ 0.32090026]
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[[ 0.04907835 -0.15631295 0.07684287 ..., -0.14866484 0.20242593
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[ 0.05345625 -0.02354619 -0.08219667 ..., 0.03947015 0.43458898
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Progress: 14.7% ... Training loss: 0.270 ... Validation loss: 0.435[[ 0.32544621]
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[ 0.05337308 -0.02345946 -0.08202522 ..., 0.03949795 0.43463283
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Progress: 14.8% ... Training loss: 0.263 ... Validation loss: 0.430[[ 0.33847175]
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[ 0.05407721 -0.02407632 -0.08366618 ..., 0.03927062 0.4364925
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Progress: 14.8% ... Training loss: 0.279 ... Validation loss: 0.450[[ 0.31975823]
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[[ 0.048117 -0.15554445 0.07920429 ..., -0.14842269 0.19990734
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[ 0.05407451 -0.02407952 -0.08364598 ..., 0.03927087 0.43659713
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Progress: 14.8% ... Training loss: 0.278 ... Validation loss: 0.444[[ 0.33818946]
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[[ 0.04965926 -0.15694502 0.07546946 ..., -0.14896346 0.20396344
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[ 0.05396017 -0.02395964 -0.08338019 ..., 0.03931869 0.43639969
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Progress: 14.8% ... Training loss: 0.277 ... Validation loss: 0.452[[ 0.32059444]
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[[ 0.04884256 -0.15628775 0.07733104 ..., -0.14873857 0.20197999
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[ 0.04065036 0.04613252 0.10287699 ..., -0.24536045 -0.0180689
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[ 0.0532172 -0.02330031 -0.08169972 ..., 0.03953783 0.43523044
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Progress: 14.8% ... Training loss: 0.271 ... Validation loss: 0.436[[ 0.33502226]
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[ 0.04067203 0.04611848 0.10281985 ..., -0.24536839 -0.01793638
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[ 0.05344213 -0.02350653 -0.08228158 ..., 0.03946249 0.43587396
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Progress: 14.8% ... Training loss: 0.268 ... Validation loss: 0.439[[ 0.33873533]
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[ 0.0406554 0.0461369 0.10285522 ..., -0.24536409 -0.01795729
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[ 0.05317023 -0.02325635 -0.08171271 ..., 0.03955135 0.43560112
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Progress: 14.8% ... Training loss: 0.283 ... Validation loss: 0.453[[ 0.32233166]
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[ 0.04056258 0.04621134 0.10306805 ..., -0.24533897 -0.01820599
0.11788373]
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0.17751551]]
Progress: 14.8% ... Training loss: 0.267 ... Validation loss: 0.432[[ 0.33342414]
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[[ 0.05037953 -0.15767305 0.07392033 ..., -0.14927079 0.20610645
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[ 0.04055405 0.04621753 0.10304549 ..., -0.2453428 -0.01814132
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[ 0.05291618 -0.023039 -0.08109677 ..., 0.03961503 0.43502903
0.17709001]]
Progress: 14.8% ... Training loss: 0.266 ... Validation loss: 0.431[[ 0.32493728]
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[[ 0.04940404 -0.15690288 0.07612843 ..., -0.14899441 0.20359991
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[ 0.04076087 0.04604708 0.10256747 ..., -0.24539858 -0.0176072
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[ 0.0526408 -0.02280184 -0.08058319 ..., 0.03970202 0.43448996
0.17763722]]
Progress: 14.8% ... Training loss: 0.266 ... Validation loss: 0.431[[ 0.32692386]
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[[ 0.04924715 -0.15677904 0.07644904 ..., -0.1489507 0.20342533
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[ 0.04094769 0.04588436 0.10213794 ..., -0.24545657 -0.01710404
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[ 0.0525473 -0.02270568 -0.0803926 ..., 0.03973552 0.43449463
0.17775528]]
Progress: 14.8% ... Training loss: 0.262 ... Validation loss: 0.430[[ 0.32406338]
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[[ 0.04877831 -0.15637179 0.07768792 ..., -0.1488109 0.20211437
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[ 0.04092277 0.04590575 0.10219151 ..., -0.24544879 -0.01717002
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[ 0.05300975 -0.02311032 -0.08146145 ..., 0.03959256 0.43556152
0.17667512]]
Progress: 14.8% ... Training loss: 0.267 ... Validation loss: 0.437[[ 0.33380136]
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[[ 0.04957999 -0.1570824 0.07596483 ..., -0.1490683 0.20417992
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[ 0.04091118 0.04592618 0.10220212 ..., -0.24544076 -0.01709098
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[ 0.05318082 -0.02326194 -0.0818544 ..., 0.03953888 0.43612734
0.17625637]]
Progress: 14.8% ... Training loss: 0.264 ... Validation loss: 0.434[[ 0.33010554]
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[[ 0.04938643 -0.1568804 0.07646277 ..., -0.14900368 0.20336306
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[ 0.05323548 -0.0232952 -0.08190103 ..., 0.03952779 0.43628374
0.17611726]]
Progress: 14.8% ... Training loss: 0.261 ... Validation loss: 0.430[[ 0.333254 ]
[-0.27357742]
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[ 0.05356359 -0.02357274 -0.08263342 ..., 0.03943099 0.437151 0.1753348 ]]
Progress: 14.8% ... Training loss: 0.262 ... Validation loss: 0.433[[ 0.32776149]
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[ 0.04049019 0.04627149 0.1030177 ..., -0.24532354 -0.01801871
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[ 0.05408721 -0.02398524 -0.08382104 ..., 0.03928584 0.43866682
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Progress: 14.9% ... Training loss: 0.261 ... Validation loss: 0.429[[ 0.33213289]
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[ 0.04046364 0.04629512 0.10306411 ..., -0.24531715 -0.01805507
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[ 0.05421523 -0.02408788 -0.08415287 ..., 0.0392518 0.43915672
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Progress: 14.9% ... Training loss: 0.263 ... Validation loss: 0.430[[ 0.32625597]
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[ 0.04051329 0.04625205 0.10295314 ..., -0.24533204 -0.01788483
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[ 0.05384863 -0.02376858 -0.08331254 ..., 0.03936333 0.43844967
0.1748174 ]]
Progress: 14.9% ... Training loss: 0.261 ... Validation loss: 0.428[[ 0.31990258]
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[ 0.0402105 0.04651202 0.10359254 ..., -0.24524203 -0.01854552
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[ 0.05416394 -0.02402524 -0.08405065 ..., 0.03926892 0.43947275
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Progress: 14.9% ... Training loss: 0.274 ... Validation loss: 0.443[[ 0.33925045]
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[ 0.0403989 0.04634469 0.10316446 ..., -0.24530394 -0.01803902
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[ 0.05476704 -0.02455527 -0.08549375 ..., 0.03907867 0.44105068
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Progress: 14.9% ... Training loss: 0.281 ... Validation loss: 0.450[[ 0.31790848]
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[ 0.04046926 0.04628915 0.10300275 ..., -0.24532225 -0.01785099
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[ 0.0538297 -0.02378302 -0.08344977 ..., 0.03933347 0.43911335
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Progress: 14.9% ... Training loss: 0.275 ... Validation loss: 0.439[[ 0.33091929]
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[ 0.04064214 0.04613544 0.10258342 ..., -0.24537899 -0.01737086
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[ 0.05344421 -0.02341358 -0.08247191 ..., 0.03946446 0.43854236
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Progress: 14.9% ... Training loss: 0.262 ... Validation loss: 0.430[[ 0.32996028]
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[ 0.05366706 -0.02357858 -0.08295843 ..., 0.03940683 0.43908777
0.17509069]]
Progress: 14.9% ... Training loss: 0.261 ... Validation loss: 0.431[[ 0.33076085]
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[[ 0.0510875 -0.15823918 0.07311174 ..., -0.14958164 0.20782528
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[ 0.04083755 0.04597786 0.10209855 ..., -0.24543688 -0.01679963
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0.17479499]]
Progress: 14.9% ... Training loss: 0.263 ... Validation loss: 0.433[[ 0.32522056]
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[[ 0.05138911 -0.1585084 0.07228534 ..., -0.14965276 0.20861393
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[ 0.04100499 0.04583799 0.10170225 ..., -0.24548234 -0.01644963
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[ 0.05371784 -0.02360649 -0.08308437 ..., 0.03939766 0.43952692
0.1748657 ]]
Progress: 14.9% ... Training loss: 0.261 ... Validation loss: 0.427[[ 0.32494777]
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[[ 0.0510984 -0.15823158 0.07301897 ..., -0.14956602 0.20815424
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[ 0.04087732 0.04594948 0.1019861 ..., -0.24544241 -0.01676559
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[ 0.05341759 -0.02331515 -0.08241635 ..., 0.03949171 0.43936197
0.1755278 ]]
Progress: 14.9% ... Training loss: 0.261 ... Validation loss: 0.427[[ 0.3244833 ]
[-0.28374336]
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[[ 0.05097485 -0.15809153 0.0733885 ..., -0.14951111 0.20814892
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[ 0.0537884 -0.0236387 -0.08337347 ..., 0.03938411 0.44042695
0.17480551]]
Progress: 14.9% ... Training loss: 0.262 ... Validation loss: 0.427[[ 0.32702557]
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[[ 0.05084292 -0.15794299 0.07377703 ..., -0.14946774 0.20795163
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[ 0.04090396 0.04592701 0.10193086 ..., -0.24545144 -0.0166841
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[ 0.05425921 -0.02405398 -0.08453188 ..., 0.03924448 0.44172731
0.17352747]]
Progress: 14.9% ... Training loss: 0.262 ... Validation loss: 0.426[[ 0.33327654]
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[ 1.60500123]
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[[ 0.05140303 -0.15842407 0.07234071 ..., -0.14964195 0.20943264
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[ 0.04087949 0.04595142 0.10190527 ..., -0.245443 -0.01672149
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[ 0.05462626 -0.02438406 -0.08540045 ..., 0.0391327 0.44280055
0.1727364 ]]
Progress: 14.9% ... Training loss: 0.268 ... Validation loss: 0.434[[ 0.32563277]
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[ 0.05427271 -0.02408197 -0.08458053 ..., 0.03923577 0.44221138
0.17361323]]
Progress: 14.9% ... Training loss: 0.262 ... Validation loss: 0.425[[ 0.34159114]
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[ 0.04113281 0.04572654 0.10133691 ..., -0.24552047 -0.01600018
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[ 0.05445816 -0.02424053 -0.08499769 ..., 0.03917699 0.44273661
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Progress: 15.0% ... Training loss: 0.296 ... Validation loss: 0.464[[ 0.32728811]
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[ 0.0536518 -0.02354804 -0.08329866 ..., 0.0393968 0.44119008
0.17488093]]
Progress: 15.0% ... Training loss: 0.262 ... Validation loss: 0.422[[ 0.33122779]
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[[ 0.05176174 -0.15874308 0.07149485 ..., -0.14977728 0.2104668
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[ 0.04112899 0.04572321 0.1012651 ..., -0.24552519 -0.01587233
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[ 0.05351035 -0.0234078 -0.08300098 ..., 0.0394371 0.44132067
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Progress: 15.0% ... Training loss: 0.268 ... Validation loss: 0.424[[ 0.32547447]
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[ 0.04101592 0.04581441 0.10151284 ..., -0.24549165 -0.01619019
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[ 0.05373707 -0.02358013 -0.0835195 ..., 0.03938798 0.44200897
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Progress: 15.0% ... Training loss: 0.263 ... Validation loss: 0.423[[ 0.32409225]
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[[ 0.05132975 -0.1583612 0.07263368 ..., -0.14964738 0.20942352
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[ 0.04117238 0.04567874 0.10118052 ..., -0.2455412 -0.01577232
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[ 0.05325447 -0.02313923 -0.08242443 ..., 0.03954237 0.4409659
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Progress: 15.0% ... Training loss: 0.263 ... Validation loss: 0.425[[ 0.33218915]
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[ 0.0412354 0.04562166 0.10102637 ..., -0.245561 -0.01559469
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[ 0.05285998 -0.02276463 -0.08149633 ..., 0.03967559 0.44040574
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Progress: 15.0% ... Training loss: 0.268 ... Validation loss: 0.428[[ 0.33191836]
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[[ 0.0522972 -0.15916661 0.07057991 ..., -0.14993162 0.21189373
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[ 0.04117621 0.04566913 0.10117043 ..., -0.24554474 -0.01575353
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[ 0.0528616 -0.02274751 -0.08153783 ..., 0.03967882 0.44069928
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Progress: 15.0% ... Training loss: 0.267 ... Validation loss: 0.429[[ 0.32130523]
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[ 0.0527466 -0.02264447 -0.0812303 ..., 0.03971653 0.44069302
0.17657357]]
Progress: 15.0% ... Training loss: 0.265 ... Validation loss: 0.426[[ 0.3236541 ]
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[ 1.59974045]
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[[ 0.05110105 -0.15809544 0.07364975 ..., -0.14956979 0.20902447
-0.1910604 ]
[ 0.04128917 0.04557463 0.10088171 ..., -0.24557591 -0.01553491
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0.17726262]]
Progress: 15.0% ... Training loss: 0.262 ... Validation loss: 0.425[[ 0.32856807]
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[[ 0.05144284 -0.15839729 0.07294266 ..., -0.14968444 0.20981579
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[ 0.04114497 0.04570285 0.10117955 ..., -0.24553478 -0.01581488
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[ 0.05224069 -0.02215237 -0.08003757 ..., 0.03988131 0.43961971
0.17772047]]
Progress: 15.0% ... Training loss: 0.262 ... Validation loss: 0.426[[ 0.32199855]
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[ 0.37505652]
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[[ 0.05020325 -0.1573365 0.07598666 ..., -0.14931957 0.20706878
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[ 0.04108613 0.04575519 0.10132905 ..., -0.24551736 -0.01598025
0.11599799]
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-0.24506695]
[ 0.05171906 -0.02171285 -0.07884916 ..., 0.04004486 0.43869234
0.17900332]]
Progress: 15.0% ... Training loss: 0.264 ... Validation loss: 0.428[[ 0.33048513]
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[-0.78254438]
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[ 1.60502305]
[ 0.38419699]
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[[ 0.05119823 -0.15820991 0.07365313 ..., -0.14963879 0.20969044
-0.19059232]
[ 0.04132129 0.04554725 0.10078381 ..., -0.24559058 -0.01533614
0.11545097]
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[ 0.05211481 -0.0220292 -0.07983203 ..., 0.03993306 0.44013777
0.17800659]]
Progress: 15.0% ... Training loss: 0.266 ... Validation loss: 0.430[[ 0.32424048]
[-0.28130235]
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[ 1.59887733]
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[[ 0.0507919 -0.15790105 0.07469339 ..., -0.1495156 0.20879635
-0.18946893]
[ 0.04128651 0.04557941 0.10082927 ..., -0.24557915 -0.01538364
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-0.2451451 ]
[ 0.0510134 -0.02105988 -0.07733765 ..., 0.04027049 0.43789813
0.18047335]]
Progress: 15.0% ... Training loss: 0.261 ... Validation loss: 0.426[[ 0.32469546]
[-0.28075057]
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[ 1.59700265]
[ 0.37946112]
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[[ 0.05047286 -0.15758721 0.0757799 ..., -0.14939731 0.20817405
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[ 0.04150845 0.04538861 0.10029794 ..., -0.24564405 -0.01481758
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[ 0.05153501 -0.0215026 -0.07853163 ..., 0.04011944 0.43952725
0.17939025]]
Progress: 15.0% ... Training loss: 0.260 ... Validation loss: 0.427[[ 0.33007708]
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[[ 0.05079475 -0.15781588 0.075076 ..., -0.14948842 0.20895958
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[ 0.0521221 -0.02200237 -0.07992638 ..., 0.0399438 0.44116032
0.17786804]]
Progress: 15.0% ... Training loss: 0.265 ... Validation loss: 0.433[[ 0.33346843]
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[[ 0.05107384 -0.15804862 0.0744591 ..., -0.14958367 0.20978845
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[ 0.05236571 -0.02219987 -0.08054842 ..., 0.03987409 0.44192568
0.17732994]]
Progress: 15.1% ... Training loss: 0.274 ... Validation loss: 0.438[[ 0.32556442]
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[[ 0.05057776 -0.15758114 0.07569833 ..., -0.149434 0.20837775
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[ 0.05240837 -0.02221786 -0.08061178 ..., 0.03986561 0.4422051
0.17728629]]
Progress: 15.1% ... Training loss: 0.261 ... Validation loss: 0.425[[ 0.32517882]
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[[ 0.05063522 -0.15762661 0.07556039 ..., -0.14944938 0.20837548
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[ 0.04140374 0.04549249 0.1005293 ..., -0.24562362 -0.01506908
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[ 0.05250166 -0.02229651 -0.08084312 ..., 0.03983916 0.44244342
0.17699621]]
Progress: 15.1% ... Training loss: 0.261 ... Validation loss: 0.425[[ 0.32537283]
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[[ 0.0507783 -0.15773213 0.07535648 ..., -0.14946329 0.20856254
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[ 0.05262665 -0.02239531 -0.08120533 ..., 0.03980562 0.44297821
0.17653343]]
Progress: 15.1% ... Training loss: 0.261 ... Validation loss: 0.426[[ 0.32286757]
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[[ 0.05097784 -0.15792039 0.07510186 ..., -0.1495348 0.20927814
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[ 0.04175012 0.0451991 0.09975191 ..., -0.24572497 -0.01413018
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[ 0.05235336 -0.0221321 -0.08061465 ..., 0.03989444 0.4425632
0.17712367]]
Progress: 15.1% ... Training loss: 0.261 ... Validation loss: 0.422[[ 0.32446355]
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[[ 0.05076574 -0.15771525 0.07582209 ..., -0.14946108 0.20882578
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[ 0.04172173 0.04522851 0.09981995 ..., -0.24571522 -0.01418814
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[ 0.05255763 -0.02229667 -0.08111187 ..., 0.03984137 0.4433015
0.17659307]]
Progress: 15.1% ... Training loss: 0.261 ... Validation loss: 0.424[[ 0.32594794]
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[[ 0.05060777 -0.15760207 0.07627354 ..., -0.14940991 0.20878715
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[ 0.04170264 0.04524613 0.09985751 ..., -0.24570945 -0.01421506
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[ 0.0527034 -0.02243311 -0.08139734 ..., 0.03979293 0.44377472
0.17628189]]
Progress: 15.1% ... Training loss: 0.262 ... Validation loss: 0.424[[ 0.32054233]
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[[ 0.05040748 -0.15740926 0.07685642 ..., -0.14934617 0.20808341
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[ 0.04167266 0.04527214 0.09992275 ..., -0.24570029 -0.01429388
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[ 0.05214116 -0.02191642 -0.08007972 ..., 0.03997297 0.44264901
0.17749783]]
Progress: 15.1% ... Training loss: 0.262 ... Validation loss: 0.425[[ 0.32105159]
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[[ 0.04975562 -0.15678423 0.07845142 ..., -0.14912801 0.20666606
-0.1856998 ]
[ 0.04163659 0.04530725 0.09997912 ..., -0.24568887 -0.01433221
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[ 0.05259661 -0.02231293 -0.08116501 ..., 0.03982836 0.44401099
0.17638185]]
Progress: 15.1% ... Training loss: 0.261 ... Validation loss: 0.423[[ 0.32775215]
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[ 0.3862838 ]
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[[ 0.05004581 -0.15702695 0.07782302 ..., -0.14919725 0.2073412
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[ 0.04183222 0.04513692 0.09953366 ..., -0.2457453 -0.01379488
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[ 0.0528412 -0.02252291 -0.08174462 ..., 0.03975291 0.44458266
0.17561156]]
Progress: 15.1% ... Training loss: 0.267 ... Validation loss: 0.430[[ 0.3149868 ]
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[[ 0.04868545 -0.15584976 0.08112997 ..., -0.14880029 0.20404851
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[ 0.05242603 -0.02215588 -0.08078904 ..., 0.03987843 0.44362628
0.17654242]]
Progress: 15.1% ... Training loss: 0.272 ... Validation loss: 0.434[[ 0.31879399]
[-0.28515818]
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[ 0.37868431]
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[[ 0.04815855 -0.15535197 0.08254867 ..., -0.14862542 0.20286322
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[ 0.04193893 0.04504169 0.09928324 ..., -0.24577967 -0.01350425
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-0.24578698]
[ 0.0525452 -0.02225189 -0.08109708 ..., 0.03984447 0.44428414
0.17611673]]
Progress: 15.1% ... Training loss: 0.264 ... Validation loss: 0.427[[ 0.32785231]
[-0.2777621 ]
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[ 0.05282937 -0.02248839 -0.08178926 ..., 0.03974601 0.44540459
0.17537533]]
Progress: 15.1% ... Training loss: 0.265 ... Validation loss: 0.428[[ 0.31508127]
[-0.28718172]
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[ 1.60155724]
[ 0.37715896]
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[[ 0.04744359 -0.1546759 0.08432852 ..., -0.14841944 0.20231324
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[ 0.04185285 0.04510312 0.09945956 ..., -0.24575731 -0.01364704
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[ 0.05204272 -0.02177924 -0.07996122 ..., 0.03998195 0.4441691
0.17728983]]
Progress: 15.1% ... Training loss: 0.268 ... Validation loss: 0.429[[ 0.32454916]
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[[ 0.04722343 -0.15447952 0.08494356 ..., -0.14835407 0.20182334
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[ 0.05218422 -0.02191384 -0.08029222 ..., 0.0399298 0.4446304
0.1769644 ]]
Progress: 15.1% ... Training loss: 0.260 ... Validation loss: 0.424[[ 0.32964264]
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[ 0.05249328 -0.02216079 -0.08106701 ..., 0.03983586 0.44568216
0.17619524]]
Progress: 15.2% ... Training loss: 0.266 ... Validation loss: 0.430[[ 0.3275491 ]
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[ 0.05304282 -0.02261541 -0.08233996 ..., 0.03967694 0.44714239
0.17493042]]
Progress: 15.2% ... Training loss: 0.261 ... Validation loss: 0.427[[ 0.32917503]
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[ 0.05285477 -0.02241291 -0.08183582 ..., 0.03974477 0.44695743
0.17536829]]
Progress: 15.2% ... Training loss: 0.265 ... Validation loss: 0.429[[ 0.32049721]
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[[ 0.04705495 -0.15431238 0.08552547 ..., -0.14830689 0.20127386
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[ 0.04207554 0.04490904 0.09896585 ..., -0.24581976 -0.01315806
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0.17570179]]
Progress: 15.2% ... Training loss: 0.264 ... Validation loss: 0.429[[ 0.33153683]
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[[ 0.04802618 -0.15517724 0.08316449 ..., -0.14863125 0.2038545
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[ 0.05294874 -0.02248215 -0.08205222 ..., 0.03971007 0.44742724
0.17505789]]
Progress: 15.2% ... Training loss: 0.267 ... Validation loss: 0.432[[ 0.32251355]
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[[ 0.04750305 -0.1547206 0.08434836 ..., -0.14846761 0.20254594
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[ 0.04206869 0.04491246 0.09895273 ..., -0.24582007 -0.01316488
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[ 0.05292819 -0.0224513 -0.08200272 ..., 0.03972044 0.44746157
0.17506924]]
Progress: 15.2% ... Training loss: 0.260 ... Validation loss: 0.425[[ 0.32449142]
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[[ 0.04777799 -0.15495157 0.08376793 ..., -0.14856132 0.20330176
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[ 0.05274826 -0.02228173 -0.081596 ..., 0.03977509 0.44725008
0.17558966]]
Progress: 15.2% ... Training loss: 0.260 ... Validation loss: 0.424[[ 0.32658894]
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[[ 0.04854473 -0.1555835 0.08195366 ..., -0.14876907 0.2053583
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[ 0.05304102 -0.02252599 -0.0822556 ..., 0.03969283 0.44813779
0.17483634]]
Progress: 15.2% ... Training loss: 0.264 ... Validation loss: 0.426[[ 0.31614369]
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-0.18041011]
[ 0.04207427 0.04491494 0.09886686 ..., -0.24581948 -0.01311081
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Progress: 15.2% ... Training loss: 0.265 ... Validation loss: 0.428[[ 0.31883571]
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[[ 0.04802193 -0.15515347 0.08337113 ..., -0.14863402 0.20447735
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[ 0.04222688 0.0447741 0.0985036 ..., -0.2458672 -0.01269236
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[ 0.05190097 -0.02145826 -0.07973612 ..., 0.04004259 0.44627304
0.17739716]]
Progress: 15.2% ... Training loss: 0.262 ... Validation loss: 0.428[[ 0.32510898]
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[[ 0.0482772 -0.15536846 0.08279891 ..., -0.14871427 0.20520489
-0.18162165]
[ 0.04234948 0.04466265 0.09821192 ..., -0.24590363 -0.01238861
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[ 0.05216623 -0.02168885 -0.08046597 ..., 0.03996573 0.44703148
0.17650093]]
Progress: 15.2% ... Training loss: 0.261 ... Validation loss: 0.428[[ 0.3236058 ]
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[[ 0.04822256 -0.15529352 0.08304009 ..., -0.14868153 0.20503284
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[ 0.04245875 0.04457725 0.09782241 ..., -0.24592933 -0.01200644
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[ 0.05233227 -0.02182468 -0.08087344 ..., 0.0399239 0.44767849
0.17622203]]
Progress: 15.2% ... Training loss: 0.261 ... Validation loss: 0.426[[ 0.31495501]
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[[ 0.04781087 -0.1549033 0.08411581 ..., -0.14855419 0.20400557
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[ 0.04240988 0.04461992 0.09793071 ..., -0.24591492 -0.01214332
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-0.24540242]
[ 0.05268597 -0.02211359 -0.0816286 ..., 0.03983087 0.44877268
0.17540986]]
Progress: 15.2% ... Training loss: 0.265 ... Validation loss: 0.429[[ 0.32351843]
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[[ 0.04772084 -0.15480707 0.08435842 ..., -0.14851423 0.20413693
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[ 0.05318902 -0.02257924 -0.08292272 ..., 0.0396769 0.45010225
0.17423699]]
Progress: 15.2% ... Training loss: 0.260 ... Validation loss: 0.428[[ 0.32814592]
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[ 0.38815518]
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[[ 0.04791416 -0.15497801 0.08395824 ..., -0.14857168 0.20484514
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[ 0.04245598 0.04457631 0.09784177 ..., -0.24593299 -0.01197668
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[ 0.05290755 -0.02231617 -0.08240107 ..., 0.03975241 0.44968875
0.17478324]]
Progress: 15.2% ... Training loss: 0.266 ... Validation loss: 0.436[[ 0.31971184]
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[[ 0.04705659 -0.15425701 0.08589058 ..., -0.14832368 0.20252496
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[ 0.04230045 0.0447149 0.09819394 ..., -0.24588771 -0.01231721
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[ 0.05276242 -0.02218731 -0.08205338 ..., 0.03980015 0.44936437
0.17511021]]
Progress: 15.3% ... Training loss: 0.261 ... Validation loss: 0.427[[ 0.32326199]
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[[ 0.0475201 -0.15467253 0.0847979 ..., -0.1484795 0.20378888
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[ 0.05253647 -0.02198016 -0.0814791 ..., 0.03986932 0.44920291
0.17561396]]
Progress: 15.3% ... Training loss: 0.259 ... Validation loss: 0.426[[ 0.32369698]
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[[ 0.04746179 -0.15461484 0.08524481 ..., -0.14846606 0.20332368
-0.1789975 ]
[ 0.04240525 0.0446164 0.09797241 ..., -0.24592045 -0.01200477
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[ 0.05268367 -0.02211483 -0.08187187 ..., 0.03983004 0.44974259
0.17524509]]
Progress: 15.3% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.32205199]
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[[ 0.04719496 -0.15438261 0.08602965 ..., -0.1483762 0.20268692
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[ 0.04239526 0.04463391 0.0979674 ..., -0.24591776 -0.01195212
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[ 0.05281051 -0.02221225 -0.08215108 ..., 0.03980362 0.4503673
0.1749306 ]]
Progress: 15.3% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.32507135]
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[[ 0.04726454 -0.15442851 0.0858542 ..., -0.14839527 0.20295463
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[ 0.04260695 0.04444653 0.09746738 ..., -0.24598269 -0.0113806
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[ 0.0529249 -0.0223105 -0.08252362 ..., 0.03976698 0.45080989
0.17456094]]
Progress: 15.3% ... Training loss: 0.260 ... Validation loss: 0.430[[ 0.32791969]
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[[ 0.04764346 -0.15471884 0.08504969 ..., -0.14848828 0.20430872
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[ 0.05281452 -0.02216806 -0.08223048 ..., 0.03981754 0.45112338
0.17478783]]
Progress: 15.3% ... Training loss: 0.265 ... Validation loss: 0.430[[ 0.31520465]
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[[ 0.0466473 -0.15380837 0.08764706 ..., -0.14819392 0.20224456
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[ 0.05201527 -0.02141221 -0.08031195 ..., 0.04006209 0.44988033
0.17644447]]
Progress: 15.3% ... Training loss: 0.267 ... Validation loss: 0.435[[ 0.326646 ]
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[[ 0.04732477 -0.15444671 0.08609804 ..., -0.14842337 0.20379706
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[ 0.0427317 0.04434583 0.09722696 ..., -0.24601714 -0.01085459
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[ 0.05266465 -0.02201688 -0.0819738 ..., 0.03984319 0.4515953
0.17449503]]
Progress: 15.3% ... Training loss: 0.263 ... Validation loss: 0.430[[ 0.32758201]
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[[ 0.04814667 -0.15513458 0.0841819 ..., -0.14866012 0.20562742
-0.18003279]
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[ 0.05287651 -0.02218142 -0.08250794 ..., 0.03978799 0.45234318
0.17394835]]
Progress: 15.3% ... Training loss: 0.265 ... Validation loss: 0.430[[ 0.31926006]
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[ 1.59951698]
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[[ 0.04729245 -0.15434249 0.08612974 ..., -0.14841514 0.20382118
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[ 0.04285997 0.04423821 0.09691649 ..., -0.24605199 -0.01053177
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[ 0.05260574 -0.02191548 -0.08192252 ..., 0.03987401 0.45212847
0.17448331]]
Progress: 15.3% ... Training loss: 0.260 ... Validation loss: 0.426[[ 0.32253952]
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[[ 0.04782901 -0.15480298 0.08499308 ..., -0.14857717 0.20533249
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[ 0.04260611 0.04446203 0.09751608 ..., -0.24597522 -0.01108679
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-0.24600417]
[ 0.05239572 -0.02169721 -0.08135865 ..., 0.03994744 0.45189646
0.17504443]]
Progress: 15.3% ... Training loss: 0.260 ... Validation loss: 0.425[[ 0.32253678]
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[[ 0.04770077 -0.15467995 0.08528047 ..., -0.14852479 0.20491962
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[ 0.04265864 0.04441681 0.09740564 ..., -0.24599118 -0.0109401
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[ 0.05235732 -0.02165333 -0.08129812 ..., 0.03996141 0.4520297
0.17524754]]
Progress: 15.3% ... Training loss: 0.259 ... Validation loss: 0.425[[ 0.31240847]
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[ 0.37766742]
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[[ 0.04730149 -0.15427679 0.0862025 ..., -0.14839878 0.20437636
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[ 0.04265212 0.04442346 0.09743659 ..., -0.24598801 -0.0107814
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[ 0.05138234 -0.02074793 -0.07896996 ..., 0.04027285 0.45007972
0.17760848]]
Progress: 15.3% ... Training loss: 0.270 ... Validation loss: 0.434[[ 0.31198776]
[-0.29016499]
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[ 0.37617447]
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[[ 0.04698322 -0.15397946 0.08701667 ..., -0.14830183 0.20356835
-0.17765273]
[ 0.04249673 0.04456761 0.0978223 ..., -0.24594043 -0.01105767
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-0.24578962]
[ 0.05135558 -0.0207146 -0.0789931 ..., 0.04027648 0.45000359
0.17753863]]
Progress: 15.3% ... Training loss: 0.271 ... Validation loss: 0.438[[ 0.32296354]
[-0.27917099]
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[ 1.60014947]
[ 0.38621017]
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[[ 0.04741593 -0.1544037 0.08598204 ..., -0.1484547 0.20459127
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[ 0.042582 0.0444898 0.09762538 ..., -0.24596651 -0.01083443
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[ 0.05152985 -0.02086584 -0.07943485 ..., 0.04022502 0.45057934
0.17714894]]
Progress: 15.3% ... Training loss: 0.260 ... Validation loss: 0.428[[ 0.32907907]
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[ 0.39169113]
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[[ 0.04830653 -0.1551614 0.08381179 ..., -0.14870311 0.20658024
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[ 0.04262637 0.04445148 0.09751518 ..., -0.24597799 -0.01070781
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[ 0.05178392 -0.02108536 -0.08008805 ..., 0.04015627 0.45146955
0.17625074]]
Progress: 15.4% ... Training loss: 0.273 ... Validation loss: 0.438[[ 0.31174298]
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[ 1.59592532]
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[[ 0.04729301 -0.15425838 0.08617612 ..., -0.14840722 0.20443356
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[ 0.04248413 0.04457718 0.09780025 ..., -0.24593699 -0.01105788
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[ 0.05130083 -0.02062918 -0.0790067 ..., 0.04030686 0.45084653
0.17747981]]
Progress: 15.4% ... Training loss: 0.270 ... Validation loss: 0.436[[ 0.3212829 ]
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[ 0.05170801 -0.02101733 -0.08005745 ..., 0.04017141 0.45193804
0.17621739]]
Progress: 15.4% ... Training loss: 0.260 ... Validation loss: 0.426[[ 0.32244557]
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[[ 0.04805766 -0.15499487 0.08434983 ..., -0.14865781 0.20636679
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[ 0.05174619 -0.0210274 -0.08011362 ..., 0.04018058 0.45248269
0.17627004]]
Progress: 15.4% ... Training loss: 0.261 ... Validation loss: 0.425[[ 0.32343924]
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[[ 0.04804096 -0.15498766 0.08427452 ..., -0.14866461 0.20644746
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[ 0.04269059 0.04439838 0.09725632 ..., -0.24600017 -0.01039179
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[ 0.05168777 -0.02095573 -0.08000325 ..., 0.04020713 0.45273238
0.17643983]]
Progress: 15.4% ... Training loss: 0.262 ... Validation loss: 0.427[[ 0.31014971]
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[[ 0.04756566 -0.15454196 0.08554527 ..., -0.14852733 0.20517783
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[ 0.04280603 0.04430142 0.09697791 ..., -0.24603186 -0.01005546
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[ 0.05147355 -0.0207559 -0.07953746 ..., 0.04027575 0.45249933
0.17699326]]
Progress: 15.4% ... Training loss: 0.278 ... Validation loss: 0.447[[ 0.3215752 ]
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[[ 0.04831092 -0.15521375 0.08372554 ..., -0.14876164 0.2069132
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[ 0.0509347 -0.02021997 -0.07817976 ..., 0.04047132 0.45129576
0.17837653]]
Progress: 15.4% ... Training loss: 0.260 ... Validation loss: 0.426[[ 0.32248037]
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[[ 0.04928172 -0.15607228 0.08147058 ..., -0.14904728 0.20914176
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[ 0.04301589 0.04410868 0.09644777 ..., -0.24609793 -0.00948994
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[ 0.0508602 -0.02013708 -0.07818718 ..., 0.04049514 0.45158306
0.17825962]]
Progress: 15.4% ... Training loss: 0.262 ... Validation loss: 0.427[[ 0.31836057]
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[[ 0.04861691 -0.15549803 0.08330523 ..., -0.14883149 0.2076514
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[ 0.04283186 0.04427188 0.09692566 ..., -0.24604938 -0.00979287
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[ 0.05064438 -0.01992092 -0.07768111 ..., 0.04057129 0.45124651
0.17874935]]
Progress: 15.4% ... Training loss: 0.260 ... Validation loss: 0.429[[ 0.32699752]
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[ 1.60145909]
[ 0.38780261]
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[[ 0.04867373 -0.15555375 0.08314463 ..., -0.14886129 0.20811081
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[ 0.04283186 0.04427188 0.09692566 ..., -0.24604938 -0.00979287
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[ 0.05133023 -0.02053063 -0.07937093 ..., 0.04035498 0.45318494
0.17703703]]
Progress: 15.4% ... Training loss: 0.266 ... Validation loss: 0.435[[ 0.31561413]
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[[ 0.04767889 -0.15469809 0.08570582 ..., -0.1485898 0.20617581
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[ 0.04274234 0.04436415 0.09710737 ..., -0.24602579 -0.0098542
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-0.24532141]
[ 0.0509944 -0.02022742 -0.07842336 ..., 0.04045045 0.45284759
0.17809992]]
Progress: 15.4% ... Training loss: 0.263 ... Validation loss: 0.432[[ 0.32019265]
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[ 0.38272851]
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[[ 0.04734035 -0.15438373 0.08670579 ..., -0.14848383 0.20524828
-0.17736633]
[ 0.04268736 0.04441341 0.09724427 ..., -0.24600887 -0.00996492
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-0.24495756]
[ 0.05075379 -0.01999957 -0.07778482 ..., 0.04053286 0.45246327
0.17873523]]
Progress: 15.4% ... Training loss: 0.260 ... Validation loss: 0.429[[ 0.32002488]
[-0.28375264]
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[ 1.59648379]
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[[ 0.0476347 -0.15467433 0.08586072 ..., -0.14857649 0.20593072
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[ 0.04268736 0.04441341 0.09724427 ..., -0.24600887 -0.00996492
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-0.24486554]
[ 0.05082646 -0.02004258 -0.07815317 ..., 0.0405146 0.45284762
0.17836272]]
Progress: 15.4% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.32367842]
[-0.28070598]
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[ 0.38574818]
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[[ 0.04816632 -0.15515441 0.08468082 ..., -0.14873973 0.20759609
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[ 0.04273129 0.04437337 0.09713448 ..., -0.24602008 -0.00983536
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-0.24516171]
[ 0.05072225 -0.0199583 -0.07793969 ..., 0.04053816 0.45272458
0.17872977]]
Progress: 15.4% ... Training loss: 0.260 ... Validation loss: 0.429[[ 0.32472544]
[-0.28006377]
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[[ 0.04846179 -0.15540534 0.08421372 ..., -0.14882704 0.20837117
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[ 0.04277774 0.0443331 0.09701378 ..., -0.24603401 -0.00970177
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-0.24475794]
[ 0.05034142 -0.01960529 -0.07700362 ..., 0.04065913 0.45208695
0.17968741]]
Progress: 15.4% ... Training loss: 0.260 ... Validation loss: 0.432[[ 0.31730111]
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[[ 0.04814684 -0.15509321 0.08499134 ..., -0.14874291 0.20775151
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[ 0.04289748 0.04423343 0.09673664 ..., -0.2460682 -0.00937789
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[ 0.0504352 -0.01968318 -0.07725213 ..., 0.040636 0.45236278
0.17945943]]
Progress: 15.5% ... Training loss: 0.263 ... Validation loss: 0.431[[ 0.33341609]
[-0.27400681]
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[[ 0.04954255 -0.15636342 0.08156369 ..., -0.14917747 0.21120935
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[ 0.04292553 0.04420821 0.0966628 ..., -0.24607665 -0.00930116
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[ 0.05130095 -0.02045912 -0.07936644 ..., 0.04037229 0.45473541
0.17711352]]
Progress: 15.5% ... Training loss: 0.287 ... Validation loss: 0.458[[ 0.3094487 ]
[-0.29406803]
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[[ 0.04773389 -0.15486395 0.08570137 ..., -0.14872283 0.2068251
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[ 0.04287873 0.04424029 0.09676948 ..., -0.24606826 -0.00940959
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[ 0.05069884 -0.019928 -0.07800263 ..., 0.04053266 0.4539176
0.17852324]]
Progress: 15.5% ... Training loss: 0.279 ... Validation loss: 0.444[[ 0.32284961]
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[[ 0.04820553 -0.15532688 0.0844931 ..., -0.14890748 0.20833092
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[ 0.04267547 0.04443172 0.09729771 ..., -0.24600418 -0.00983461
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[ 0.05078726 -0.02001234 -0.07827971 ..., 0.04051023 0.45416029
0.17826893]]
Progress: 15.5% ... Training loss: 0.259 ... Validation loss: 0.430[[ 0.31715584]
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[[ 0.04742181 -0.15465032 0.08649514 ..., -0.14865806 0.20623203
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[ 0.04287283 0.0442618 0.09682803 ..., -0.24605997 -0.00926793
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[ 0.05063943 -0.0198707 -0.07793006 ..., 0.04056092 0.45399937
0.17869156]]
Progress: 15.5% ... Training loss: 0.263 ... Validation loss: 0.431[[ 0.32835224]
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[[ 0.04841274 -0.15559512 0.08399776 ..., -0.14897526 0.20902739
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[ 0.04287822 0.04425693 0.09681454 ..., -0.24606172 -0.00925357
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[ 0.05082218 -0.02003744 -0.07845182 ..., 0.04050507 0.45483378
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Progress: 15.5% ... Training loss: 0.266 ... Validation loss: 0.436[[ 0.31224172]
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[[ 0.04728714 -0.15461705 0.08684557 ..., -0.14865667 0.20610918
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[ 0.04275625 0.04435992 0.09705383 ..., -0.24602672 -0.00958265
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[ 0.05048123 -0.01972636 -0.07772344 ..., 0.04060643 0.45430104
0.17898645]]
Progress: 15.5% ... Training loss: 0.275 ... Validation loss: 0.443[[ 0.32823002]
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[ 1.59549469]
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[[ 0.04827075 -0.15555183 0.08447229 ..., -0.14898751 0.20882479
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[ 0.0427708 0.04434569 0.09701981 ..., -0.24603144 -0.00954379
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-0.24566333]
[ 0.05129326 -0.02049448 -0.07969195 ..., 0.04033776 0.45644658
0.17690874]]
Progress: 15.5% ... Training loss: 0.265 ... Validation loss: 0.441[[ 0.3201453 ]
[-0.28551855]
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[[ 0.04775457 -0.15510882 0.0857309 ..., -0.14885428 0.20732006
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[ 0.04269143 0.04441324 0.09720375 ..., -0.24601225 -0.00974599
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[ 0.05124566 -0.02042437 -0.07953737 ..., 0.04036097 0.45656979
0.17710425]]
Progress: 15.5% ... Training loss: 0.261 ... Validation loss: 0.433[[ 0.32391019]
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[ 0.38201508]
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[[ 0.04797948 -0.15531977 0.08514263 ..., -0.14892764 0.20766595
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[ 0.04283326 0.04428525 0.09685451 ..., -0.24605011 -0.0094646
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[ 0.05140769 -0.02057451 -0.07995416 ..., 0.04030766 0.45712753
0.17675412]]
Progress: 15.5% ... Training loss: 0.260 ... Validation loss: 0.436[[ 0.32009714]
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[[ 0.04741732 -0.15483074 0.08634315 ..., -0.14875833 0.2060929
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[ 0.0428671 0.04425574 0.0967805 ..., -0.24606021 -0.00936884
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[ 0.05142186 -0.02058653 -0.08010669 ..., 0.04030434 0.45730337
0.17638571]]
Progress: 15.5% ... Training loss: 0.263 ... Validation loss: 0.436[[ 0.32180753]
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[[ 0.04789847 -0.1552451 0.08524153 ..., -0.14889395 0.20749165
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[ 0.04302491 0.04411558 0.09639376 ..., -0.24610709 -0.00894243
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-0.24493199]
[ 0.05166975 -0.02078545 -0.08078625 ..., 0.04023364 0.45829565
0.17574689]]
Progress: 15.5% ... Training loss: 0.261 ... Validation loss: 0.434[[ 0.32692285]
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[[ 0.04874291 -0.15602164 0.08320646 ..., -0.1491536 0.20964276
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[ 0.04302491 0.04411558 0.09639376 ..., -0.24610709 -0.00894243
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[ 0.05183315 -0.02094431 -0.08119935 ..., 0.0401829 0.4588564
0.17510399]]
Progress: 15.5% ... Training loss: 0.266 ... Validation loss: 0.436[[ 0.3129398 ]
[-0.29083216]
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[ 0.37097825]
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[[ 0.04798454 -0.15532321 0.0850534 ..., -0.14892941 0.20788119
-0.18050439]
[ 0.04291323 0.04421573 0.09661893 ..., -0.24607233 -0.00917976
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[ 0.05154847 -0.02068932 -0.08047519 ..., 0.04027195 0.45827611
0.17583447]]
Progress: 15.5% ... Training loss: 0.274 ... Validation loss: 0.445[[ 0.32209624]
[-0.28259419]
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[[ 0.0476643 -0.15501573 0.08587452 ..., -0.14882022 0.20703122
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[ 0.05179644 -0.02091935 -0.08112169 ..., 0.04018758 0.45909396
0.17513854]]
Progress: 15.5% ... Training loss: 0.260 ... Validation loss: 0.432[[ 0.31971385]
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[[ 0.04701933 -0.15446508 0.08746909 ..., -0.14863514 0.20543329
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[ 0.04312652 0.04402529 0.09606758 ..., -0.24613699 -0.00866681
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[ 0.05160959 -0.02074272 -0.08066614 ..., 0.04024749 0.45905119
0.17568075]]
Progress: 15.6% ... Training loss: 0.260 ... Validation loss: 0.432[[ 0.32437141]
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[[ 0.04687868 -0.15436787 0.08763143 ..., -0.14860138 0.20534111
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[ 0.0428635 0.04424883 0.09666982 ..., -0.24606717 -0.00921196
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[ 0.05187817 -0.02097435 -0.0814185 ..., 0.0401768 0.46001949
0.17477114]]
Progress: 15.6% ... Training loss: 0.261 ... Validation loss: 0.431[[ 0.32278972]
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[ 0.05200511 -0.02106689 -0.08181625 ..., 0.040143 0.46078773
0.17438347]]
Progress: 15.6% ... Training loss: 0.259 ... Validation loss: 0.429[[ 0.31738067]
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[[ 0.04626148 -0.15380704 0.08906359 ..., -0.14841604 0.20399028
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[ 0.0514612 -0.02057318 -0.08062366 ..., 0.04030716 0.45963901
0.17568064]]
Progress: 15.6% ... Training loss: 0.262 ... Validation loss: 0.432[[ 0.32841542]
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[ 0.05172508 -0.02079728 -0.08132211 ..., 0.04022525 0.4605199
0.1748672 ]]
Progress: 15.6% ... Training loss: 0.267 ... Validation loss: 0.435[[ 0.31626573]
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[ 0.04291968 0.0441995 0.0965326 ..., -0.2460861 -0.00901009
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[ 0.05172176 -0.02079707 -0.08128567 ..., 0.04022096 0.46084013
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Progress: 15.6% ... Training loss: 0.266 ... Validation loss: 0.434[[ 0.31980405]
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[[ 0.04645477 -0.15403985 0.08866686 ..., -0.14851772 0.20453928
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[ 0.04303171 0.04409596 0.09627059 ..., -0.24612036 -0.00870564
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[ 0.05179507 -0.02081046 -0.08152497 ..., 0.04021682 0.46140309
0.17471332]]
Progress: 15.6% ... Training loss: 0.260 ... Validation loss: 0.430[[ 0.32556604]
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[[ 0.0467201 -0.15426679 0.08802691 ..., -0.14859069 0.20545356
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[ 0.04308004 0.04405322 0.09615277 ..., -0.24613511 -0.00857914
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[ 0.05155585 -0.02058695 -0.08091989 ..., 0.04029838 0.46105283
0.17539938]]
Progress: 15.6% ... Training loss: 0.260 ... Validation loss: 0.433[[ 0.31773197]
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[[ 0.0459303 -0.15353463 0.08995852 ..., -0.14836033 0.20363247
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[ 0.04303101 0.04409696 0.09627501 ..., -0.24612168 -0.00868683
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[ 0.05175908 -0.02075487 -0.08136214 ..., 0.04024204 0.46168976
0.17479066]]
Progress: 15.6% ... Training loss: 0.260 ... Validation loss: 0.429[[ 0.31837042]
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[ 1.59655606]
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[[ 0.04547134 -0.15309006 0.09108072 ..., -0.14821965 0.20319889
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[ 0.04332608 0.04383282 0.09555204 ..., -0.24621214 -0.00785127
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0.17393562]]
Progress: 15.6% ... Training loss: 0.259 ... Validation loss: 0.427[[ 0.31879856]
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[[ 0.04557074 -0.15319261 0.09105312 ..., -0.14825146 0.20368101
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[ 0.04331698 0.04383823 0.09559091 ..., -0.24620748 -0.00790008
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[ 0.05186188 -0.0208364 -0.08169345 ..., 0.04020232 0.46266783
0.17430916]]
Progress: 15.6% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.31587409]
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[[ 0.04529604 -0.15292207 0.09164934 ..., -0.14817499 0.20325192
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[ 0.04327185 0.04387624 0.09566701 ..., -0.2461953 -0.0080333
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[ 0.05127776 -0.02026935 -0.08023663 ..., 0.04038455 0.46148569
0.1755218 ]]
Progress: 15.6% ... Training loss: 0.261 ... Validation loss: 0.430[[ 0.31903425]
[-0.28196509]
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[[ 0.04528094 -0.15289491 0.09176708 ..., -0.14815663 0.20308615
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[ 0.04316962 0.04397328 0.09589944 ..., -0.24616491 -0.00829438
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-0.24412243]
[ 0.05159245 -0.02055269 -0.08104065 ..., 0.04028565 0.46218228
0.17470662]]
Progress: 15.6% ... Training loss: 0.259 ... Validation loss: 0.429[[ 0.31814487]
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[[ 0.04482798 -0.15248509 0.09293059 ..., -0.1480346 0.20207285
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[ 0.04324141 0.04390793 0.09574693 ..., -0.24618733 -0.00807364
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[ 0.05125841 -0.02024643 -0.08025537 ..., 0.04039117 0.46165511
0.17548202]]
Progress: 15.6% ... Training loss: 0.260 ... Validation loss: 0.430[[ 0.31947579]
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[[ 0.04447821 -0.15210608 0.09392558 ..., -0.1478949 0.20149292
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[ 0.05108186 -0.020057 -0.07978486 ..., 0.04046148 0.46161743
0.17591563]]
Progress: 15.6% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.32275925]
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[[ 0.04501738 -0.1525853 0.09262754 ..., -0.1480664 0.20312526
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[ 0.04326947 0.04388289 0.09569672 ..., -0.24619643 -0.0079334
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[ 0.05084168 -0.01981928 -0.07939022 ..., 0.04054144 0.46127855
0.17630869]]
Progress: 15.7% ... Training loss: 0.261 ... Validation loss: 0.427[[ 0.32003223]
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[[ 0.04451495 -0.15215016 0.09384623 ..., -0.14792235 0.20180422
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[ 0.05094657 -0.01989681 -0.07963883 ..., 0.04051231 0.46185743
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Progress: 15.7% ... Training loss: 0.258 ... Validation loss: 0.428[[ 0.31556461]
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[[ 0.04401372 -0.15168119 0.09513587 ..., -0.14776433 0.20021069
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[ 0.05103823 -0.01997571 -0.07986125 ..., 0.04048463 0.46206321
0.17585177]]
Progress: 15.7% ... Training loss: 0.263 ... Validation loss: 0.435[[ 0.32103805]
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[[ 0.04462426 -0.15215882 0.09369565 ..., -0.14792339 0.20179375
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[ 0.05148423 -0.02034273 -0.08101207 ..., 0.04035719 0.46346848
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Progress: 15.7% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.32017717]
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[[ 0.0452046 -0.15265577 0.09227865 ..., -0.14808008 0.20399487
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[ 0.05141628 -0.02024262 -0.08095417 ..., 0.04039108 0.46401709
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Progress: 15.7% ... Training loss: 0.259 ... Validation loss: 0.425[[ 0.31778554]
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[[ 0.04493885 -0.15243275 0.09293705 ..., -0.14802277 0.20325516
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[ 0.05106014 -0.0199271 -0.08011634 ..., 0.04049895 0.46324373
0.17541174]]
Progress: 15.7% ... Training loss: 0.259 ... Validation loss: 0.427[[ 0.31933018]
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[[ 0.04488758 -0.1524203 0.09295356 ..., -0.14803036 0.20353558
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[ 0.05083821 -0.01971765 -0.07969872 ..., 0.04056112 0.46314209
0.17596834]]
Progress: 15.7% ... Training loss: 0.258 ... Validation loss: 0.427[[ 0.32154999]
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[ 0.05094159 -0.01979341 -0.07995756 ..., 0.04053683 0.46355087
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Progress: 15.7% ... Training loss: 0.259 ... Validation loss: 0.426[[ 0.31822277]
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[[ 0.0448621 -0.15242508 0.09321302 ..., -0.14802484 0.20305113
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[ 0.04280155 0.04431575 0.09660981 ..., -0.24606078 -0.00866517
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[ 0.05080138 -0.01966545 -0.07962249 ..., 0.04058412 0.4634719
0.17617924]]
Progress: 15.7% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.33100128]
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[ 0.0428684 0.04425596 0.09645984 ..., -0.24608122 -0.00847317
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[ 0.05101523 -0.01985646 -0.08015192 ..., 0.04051789 0.4642283
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Progress: 15.7% ... Training loss: 0.278 ... Validation loss: 0.444[[ 0.32068885]
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[[ 0.04467883 -0.15229331 0.09363138 ..., -0.14801831 0.20314208
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0.17650593]]
Progress: 15.7% ... Training loss: 0.259 ... Validation loss: 0.426[[ 0.32231046]
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[[ 0.04524424 -0.15275263 0.0921845 ..., -0.14816381 0.20477627
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[ 0.05074411 -0.01959244 -0.07965342 ..., 0.04060167 0.46435056
0.17606523]]
Progress: 15.7% ... Training loss: 0.260 ... Validation loss: 0.427[[ 0.31685244]
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[ 0.0503361 -0.01915096 -0.0786959 ..., 0.04074159 0.46432953
0.17696106]]
Progress: 15.7% ... Training loss: 0.260 ... Validation loss: 0.425[[ 0.32493162]
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[ 0.05086869 -0.01961532 -0.08000711 ..., 0.04059356 0.46608729
0.1756675 ]]
Progress: 15.7% ... Training loss: 0.268 ... Validation loss: 0.428[[ 0.31204969]
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[[ 0.04474961 -0.15223766 0.09343668 ..., -0.14804012 0.20444392
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[ 0.05046377 -0.01922567 -0.0790598 ..., 0.04070529 0.46534604
0.17651784]]
Progress: 15.7% ... Training loss: 0.267 ... Validation loss: 0.434[[ 0.33095917]
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[[ 0.04566188 -0.1530913 0.09117241 ..., -0.14831699 0.20727066
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[ 0.0508723 -0.01961984 -0.07997719 ..., 0.04057517 0.46677502
0.17561409]]
Progress: 15.8% ... Training loss: 0.285 ... Validation loss: 0.442[[ 0.31682928]
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[ 0.05085692 -0.01959924 -0.0799204 ..., 0.04058291 0.46699424
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Progress: 15.8% ... Training loss: 0.261 ... Validation loss: 0.425[[ 0.32445581]
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[[ 0.0460179 -0.15350889 0.09014016 ..., -0.14845128 0.20788843
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Progress: 15.8% ... Training loss: 0.261 ... Validation loss: 0.426[[ 0.31493458]
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[[ 0.04549204 -0.15296457 0.0916811 ..., -0.14828843 0.20682612
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Progress: 15.8% ... Training loss: 0.263 ... Validation loss: 0.428[[ 0.32389445]
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Progress: 15.8% ... Training loss: 0.262 ... Validation loss: 0.426[[ 0.32257843]
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[[ 0.04603078 -0.15347256 0.09052923 ..., -0.14848742 0.20812041
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Progress: 15.8% ... Training loss: 0.261 ... Validation loss: 0.424[[ 0.31392576]
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[[ 0.04519914 -0.15274773 0.09244947 ..., -0.14825606 0.20551381
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[ 0.05140997 -0.02003613 -0.08158457 ..., 0.04044578 0.46943665
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Progress: 15.8% ... Training loss: 0.267 ... Validation loss: 0.433[[ 0.32387598]
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[ 0.05142175 -0.02004439 -0.08159042 ..., 0.04044186 0.46952234
0.1739148 ]]
Progress: 15.8% ... Training loss: 0.262 ... Validation loss: 0.423[[ 0.30910317]
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[[ 0.0446081 -0.15224531 0.09403633 ..., -0.14810945 0.20468037
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[ 0.05053882 -0.01921649 -0.07950845 ..., 0.0406938 0.46800499
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Progress: 15.8% ... Training loss: 0.277 ... Validation loss: 0.446[[ 0.32245935]
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[[ 0.04537897 -0.15298615 0.09219698 ..., -0.14835476 0.20674422
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[ 0.04271641 0.04436204 0.09654434 ..., -0.24605971 -0.00843906
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[ 0.05044959 -0.01911871 -0.0793087 ..., 0.04072688 0.46776241
0.17628774]]
Progress: 15.8% ... Training loss: 0.260 ... Validation loss: 0.425[[ 0.31774485]
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[[ 0.04527002 -0.15289053 0.09244859 ..., -0.1483366 0.20642139
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[ 0.04184152 0.04513971 0.09846056 ..., -0.24582921 -0.01044053
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[ 0.05063175 -0.01926801 -0.07974344 ..., 0.04067649 0.46810444
0.17590662]]
Progress: 15.8% ... Training loss: 0.259 ... Validation loss: 0.427[[ 0.32079289]
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-0.24520228]
[ 0.05044416 -0.0190826 -0.07933858 ..., 0.04073798 0.46779881
0.17618808]]
Progress: 15.8% ... Training loss: 0.259 ... Validation loss: 0.425[[ 0.32457979]
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[ 0.05075316 -0.01933065 -0.08011228 ..., 0.04065451 0.46889724
0.17534043]]
Progress: 15.8% ... Training loss: 0.263 ... Validation loss: 0.428[[ 0.31725863]
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[ 1.60490358]
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[[ 0.04578501 -0.15338579 0.09114233 ..., -0.14845795 0.20756114
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[ 0.04186077 0.04512988 0.09839189 ..., -0.2458313 -0.01035816
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[ 0.05053451 -0.01910879 -0.07964767 ..., 0.04072434 0.46862366
0.17579804]]
Progress: 15.8% ... Training loss: 0.262 ... Validation loss: 0.429[[ 0.31644067]
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[ 0.37454279]
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[[ 0.04530974 -0.15293915 0.09232378 ..., -0.14831486 0.20642521
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[ 0.04193576 0.0450606 0.09822036 ..., -0.24585469 -0.01015319
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[ 0.05056568 -0.01911726 -0.07961456 ..., 0.04072606 0.46922251
0.17589242]]
Progress: 15.8% ... Training loss: 0.262 ... Validation loss: 0.430[[ 0.31653082]
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[[ 0.04590635 -0.15345466 0.09109644 ..., -0.14847257 0.20854315
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[ 0.05058973 -0.01911934 -0.07966934 ..., 0.04072662 0.46970808
0.17574233]]
Progress: 15.9% ... Training loss: 0.260 ... Validation loss: 0.425[[ 0.32490255]
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[[ 0.04617076 -0.15367864 0.09065868 ..., -0.14854711 0.20914487
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[ 0.04161103 0.04536057 0.09893399 ..., -0.24575326 -0.01094481
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[ 0.05079981 -0.01931788 -0.08016114 ..., 0.0406626 0.47030578
0.17520938]]
Progress: 15.9% ... Training loss: 0.264 ... Validation loss: 0.429[[ 0.32258795]
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[[ 0.04621259 -0.15376531 0.09068703 ..., -0.14855609 0.20851688
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[ 0.04138707 0.04555508 0.09940268 ..., -0.24569194 -0.01155965
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[ 0.05046639 -0.01901893 -0.07933724 ..., 0.04075198 0.46963319
0.17591267]]
Progress: 15.9% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.32240618]
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[[ 0.04635075 -0.15387659 0.09042912 ..., -0.14860225 0.20918305
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[ 0.05062771 -0.01913515 -0.07974917 ..., 0.04071223 0.47045491
0.17532332]]
Progress: 15.9% ... Training loss: 0.260 ... Validation loss: 0.427[[ 0.31010981]
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[[ 0.04538332 -0.15299165 0.09292314 ..., -0.14832245 0.20696941
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[ 0.05054909 -0.01903978 -0.07962592 ..., 0.04074609 0.47057904
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Progress: 15.9% ... Training loss: 0.273 ... Validation loss: 0.440[[ 0.32016694]
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[[ 0.04590826 -0.15344191 0.09178046 ..., -0.14847348 0.20864179
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[ 0.05057788 -0.01906058 -0.0797285 ..., 0.04074237 0.4708554
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Progress: 15.9% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.32835594]
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[ 0.04130469 0.04562852 0.09948714 ..., -0.2456808 -0.01154263
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[ 0.05040669 -0.01890563 -0.07924109 ..., 0.040787 0.47059043
0.17585359]]
Progress: 15.9% ... Training loss: 0.272 ... Validation loss: 0.441[[ 0.32170405]
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[ 0.04126774 0.04566191 0.09954917 ..., -0.24567169 -0.01160666
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[ 0.05031183 -0.01883254 -0.07900921 ..., 0.0407892 0.47045411
0.1760933 ]]
Progress: 15.9% ... Training loss: 0.258 ... Validation loss: 0.426[[ 0.31979193]
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[ 0.04122611 0.04570157 0.09965675 ..., -0.24565958 -0.01169476
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[ 0.05062818 -0.01910318 -0.07981926 ..., 0.04070659 0.47166858
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Progress: 15.9% ... Training loss: 0.259 ... Validation loss: 0.429[[ 0.32150218]
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[ 0.04142535 0.04552487 0.09920051 ..., -0.245712 -0.01114989
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0.17665268]]
Progress: 15.9% ... Training loss: 0.258 ... Validation loss: 0.429[[ 0.31649601]
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0.17516736]]
Progress: 15.9% ... Training loss: 0.261 ... Validation loss: 0.431[[ 0.32356691]
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[ 0.05070587 -0.01912118 -0.08007136 ..., 0.04070355 0.47301883
0.17505933]]
Progress: 15.9% ... Training loss: 0.260 ... Validation loss: 0.433[[ 0.32144317]
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[[ 0.04611353 -0.15357161 0.09155104 ..., -0.14854565 0.20951916
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[ 0.05010497 -0.01853342 -0.07862993 ..., 0.0408919 0.47197853
0.17647205]]
Progress: 15.9% ... Training loss: 0.259 ... Validation loss: 0.431[[ 0.31035046]
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[ 0.04985882 -0.01830839 -0.07800902 ..., 0.04097206 0.47174662
0.17708123]]
Progress: 15.9% ... Training loss: 0.270 ... Validation loss: 0.436[[ 0.3197643 ]
[-0.28667138]
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[ 0.04996235 -0.01839775 -0.07833165 ..., 0.04093448 0.4719215
0.17668873]]
Progress: 15.9% ... Training loss: 0.259 ... Validation loss: 0.431[[ 0.32333158]
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[ 0.05047872 -0.01886546 -0.0796101 ..., 0.04078515 0.4733765
0.17538064]]
Progress: 16.0% ... Training loss: 0.263 ... Validation loss: 0.435[[ 0.31607651]
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0.17663265]]
Progress: 16.0% ... Training loss: 0.259 ... Validation loss: 0.429[[ 0.32383352]
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[ 0.05041062 -0.01876367 -0.07967793 ..., 0.04080501 0.47386674
0.1750638 ]]
Progress: 16.0% ... Training loss: 0.268 ... Validation loss: 0.440[[ 0.31993459]
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[[ 0.04688348 -0.1542781 0.08985978 ..., -0.14883884 0.21170002
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[ 0.0502927 -0.01865228 -0.07941221 ..., 0.04083887 0.47386674
0.17536393]]
Progress: 16.0% ... Training loss: 0.260 ... Validation loss: 0.427[[ 0.31198507]
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[ 0.04989487 -0.0182868 -0.07844652 ..., 0.04095706 0.47310124
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Progress: 16.0% ... Training loss: 0.262 ... Validation loss: 0.429[[ 0.31793766]
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[[ 0.04701524 -0.15439434 0.08965458 ..., -0.14888924 0.21210867
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[ 0.05004123 -0.01840243 -0.07880864 ..., 0.04091703 0.47358875
0.1761298 ]]
Progress: 16.0% ... Training loss: 0.259 ... Validation loss: 0.427[[ 0.31433644]
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[[ 0.04662722 -0.1540362 0.09064821 ..., -0.14876312 0.21138454
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[ 0.04235772 0.0447136 0.09687542 ..., -0.24597733 -0.0083397
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[ 0.04967286 -0.01805366 -0.07790753 ..., 0.04103117 0.4728342
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Progress: 16.0% ... Training loss: 0.258 ... Validation loss: 0.424[[ 0.31130144]
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[[ 0.04645591 -0.15381127 0.0910458 ..., -0.14869756 0.21111159
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[ 0.04966982 -0.01804199 -0.07793413 ..., 0.04103774 0.47294574
0.17711838]]
Progress: 16.0% ... Training loss: 0.259 ... Validation loss: 0.422[[ 0.31487638]
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[ 0.04239496 0.04467629 0.09676842 ..., -0.2459886 -0.00822769
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[ 0.04991911 -0.01827025 -0.07864383 ..., 0.04095169 0.47360512
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Progress: 16.0% ... Training loss: 0.259 ... Validation loss: 0.423[[ 0.31988747]
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[ 0.05027108 -0.0185854 -0.07947731 ..., 0.04084781 0.47464555
0.17505313]]
Progress: 16.0% ... Training loss: 0.267 ... Validation loss: 0.427[[ 0.30539044]
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[[ 0.0457074 -0.15319981 0.09319508 ..., -0.14850108 0.20901104
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[ 0.04266084 0.04444016 0.09614754 ..., -0.24606111 -0.00746174
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Progress: 16.0% ... Training loss: 0.273 ... Validation loss: 0.436[[ 0.32609926]
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[ 0.05048401 -0.01878257 -0.07995676 ..., 0.04077815 0.47542643
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Progress: 16.0% ... Training loss: 0.285 ... Validation loss: 0.448[[ 0.30913788]
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[ 0.0505933 -0.01886297 -0.08033154 ..., 0.0407597 0.47575985
0.17397696]]
Progress: 16.0% ... Training loss: 0.260 ... Validation loss: 0.422[[ 0.31187643]
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[ 0.04282256 0.04429218 0.09570746 ..., -0.24610635 -0.00694644
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[ 0.05109856 -0.01932959 -0.08164988 ..., 0.04060676 0.47732213
0.17253065]]
Progress: 16.0% ... Training loss: 0.258 ... Validation loss: 0.423[[ 0.30765724]
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[[ 0.04639882 -0.15394172 0.0917414 ..., -0.14879464 0.21119078
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[ 0.04277947 0.0443313 0.09583002 ..., -0.24609277 -0.00703075
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0.17249718]]
Progress: 16.0% ... Training loss: 0.265 ... Validation loss: 0.429[[ 0.32103942]
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[ 0.05123612 -0.01942098 -0.08196263 ..., 0.040585 0.47814362
0.17208506]]
Progress: 16.1% ... Training loss: 0.266 ... Validation loss: 0.433[[ 0.31049025]
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[ 0.05110862 -0.01928945 -0.08169807 ..., 0.04062582 0.47824499
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Progress: 16.1% ... Training loss: 0.260 ... Validation loss: 0.425[[ 0.31055253]
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[ 0.05087687 -0.01905247 -0.08111085 ..., 0.04069438 0.47780538
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Progress: 16.1% ... Training loss: 0.261 ... Validation loss: 0.426[[ 0.31106987]
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[ 0.05108396 -0.01927664 -0.08168593 ..., 0.0406234 0.47820118
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Progress: 16.1% ... Training loss: 0.260 ... Validation loss: 0.427[[ 0.31501345]
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[ 0.05100575 -0.01918728 -0.08149119 ..., 0.04064741 0.47852983
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Progress: 16.1% ... Training loss: 0.258 ... Validation loss: 0.428[[ 0.31443455]
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[ 0.05076538 -0.0189558 -0.08090597 ..., 0.04072805 0.47806654
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Progress: 16.1% ... Training loss: 0.258 ... Validation loss: 0.428[[ 0.31472988]
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[ 0.0428663 0.04425985 0.09548794 ..., -0.24612073 -0.00644111
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[ 0.05071314 -0.01890622 -0.08077666 ..., 0.04074769 0.47795058
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Progress: 16.1% ... Training loss: 0.258 ... Validation loss: 0.429[[ 0.30576373]
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[ 0.04276116 0.04435947 0.09571702 ..., -0.24608926 -0.00665283
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[ 0.05051673 -0.01871429 -0.0802771 ..., 0.04081264 0.47748207
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Progress: 16.1% ... Training loss: 0.274 ... Validation loss: 0.436[[ 0.31635615]
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[[ 0.04666305 -0.15422661 0.09174553 ..., -0.14892056 0.21274266
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[ 0.04278743 0.04432048 0.09568857 ..., -0.24610376 -0.00651477
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[ 0.05088415 -0.01907267 -0.0812272 ..., 0.04069272 0.47852763
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Progress: 16.1% ... Training loss: 0.259 ... Validation loss: 0.432[[ 0.31047468]
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[ 0.0427833 0.04432399 0.09569683 ..., -0.24610301 -0.0065197
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[ 0.05083455 -0.01900509 -0.08114384 ..., 0.04071188 0.47857938
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Progress: 16.1% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.31008134]
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[[ 0.04565936 -0.15321298 0.09427625 ..., -0.14859581 0.21032381
-0.17037207]
[ 0.042945 0.0441761 0.09531819 ..., -0.24615148 -0.00605314
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[ 0.05056403 -0.01871794 -0.08049184 ..., 0.04080656 0.47829686
0.17333822]]
Progress: 16.1% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.31194776]
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[[ 0.04597623 -0.15349126 0.09364587 ..., -0.14869908 0.21148687
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[ 0.05010865 -0.01827899 -0.07940467 ..., 0.04095655 0.47745579
0.17465435]]
Progress: 16.1% ... Training loss: 0.258 ... Validation loss: 0.428[[ 0.30982181]
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[[ 0.04611666 -0.15363374 0.09336371 ..., -0.14874181 0.21176707
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[ 0.04312083 0.04401436 0.09492075 ..., -0.24620411 -0.00555639
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[ 0.04990706 -0.0180892 -0.0788716 ..., 0.0410161 0.47692592
0.1752092 ]]
Progress: 16.1% ... Training loss: 0.260 ... Validation loss: 0.430[[ 0.31105343]
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[[ 0.04645985 -0.15393936 0.09267525 ..., -0.14886158 0.21317566
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[ 0.04975698 -0.01792497 -0.07853487 ..., 0.04107343 0.47700759
0.17532427]]
Progress: 16.1% ... Training loss: 0.258 ... Validation loss: 0.428[[ 0.31009033]
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[ 0.04914949 -0.01728045 -0.07715847 ..., 0.04128057 0.47614428
0.17668965]]
Progress: 16.1% ... Training loss: 0.258 ... Validation loss: 0.428[[ 0.32293814]
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[ 0.04959352 -0.01769595 -0.07824264 ..., 0.04114419 0.47741679
0.17563223]]
Progress: 16.2% ... Training loss: 0.281 ... Validation loss: 0.452[[ 0.30543042]
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[ 0.04907847 -0.01720261 -0.07720572 ..., 0.04129795 0.47645338
0.17666815]]
Progress: 16.2% ... Training loss: 0.262 ... Validation loss: 0.431[[ 0.3187108 ]
[-0.2816549 ]
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[ 0.04955912 -0.01768202 -0.07847621 ..., 0.04113301 0.47789501
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Progress: 16.2% ... Training loss: 0.265 ... Validation loss: 0.433[[ 0.3062485 ]
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[ 0.04926209 -0.01738532 -0.0777584 ..., 0.04122668 0.47753557
0.17600238]]
Progress: 16.2% ... Training loss: 0.260 ... Validation loss: 0.429[[ 0.31916636]
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[ 0.05004344 -0.01814448 -0.07975014 ..., 0.04098173 0.47955083
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Progress: 16.2% ... Training loss: 0.274 ... Validation loss: 0.436[[ 0.29105164]
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[[ 0.04526622 -0.15307709 0.09537825 ..., -0.14869572 0.21059087
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[ 0.04971682 -0.01784444 -0.07907074 ..., 0.04105645 0.47885261
0.17443913]]
Progress: 16.2% ... Training loss: 0.319 ... Validation loss: 0.487[[ 0.32784083]
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[[ 0.04713131 -0.15506777 0.09046468 ..., -0.14938303 0.21583008
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[ 0.05036432 -0.01852628 -0.08085497 ..., 0.04081476 0.48054791
0.1725359 ]]
Progress: 16.2% ... Training loss: 0.311 ... Validation loss: 0.476[[ 0.29650211]
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[[ 0.04488513 -0.15313317 0.09555982 ..., -0.14883111 0.21052936
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[ 0.04894177 -0.01727125 -0.07765279 ..., 0.04116909 0.47791769
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Progress: 16.2% ... Training loss: 0.288 ... Validation loss: 0.457[[ 0.31956543]
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[ 0.04906425 -0.01738321 -0.07794213 ..., 0.04113303 0.47840192
0.17539189]]
Progress: 16.2% ... Training loss: 0.280 ... Validation loss: 0.438[[ 0.30285981]
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[[ 0.04466535 -0.15301615 0.0959793 ..., -0.1488723 0.21117521
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[ 0.0434316 0.04365928 0.09403814 ..., -0.24636175 -0.00396012
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[ 0.04899723 -0.01730986 -0.0778102 ..., 0.04115589 0.47837839
0.17541641]]
Progress: 16.2% ... Training loss: 0.264 ... Validation loss: 0.429[[ 0.30790676]
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[ 0.04937582 -0.01765233 -0.07894302 ..., 0.04103747 0.47966378
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Progress: 16.2% ... Training loss: 0.258 ... Validation loss: 0.422[[ 0.31601004]
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[ 1.62214679]
[ 0.38401968]
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[[ 0.04477133 -0.1531458 0.09590181 ..., -0.14890087 0.2113158
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[ 0.04927893 -0.01753231 -0.07876183 ..., 0.04107544 0.47980001
0.17429136]]
Progress: 16.2% ... Training loss: 0.266 ... Validation loss: 0.426[[ 0.29349994]
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[ 0.04852316 -0.01681196 -0.07694031 ..., 0.0412939 0.4784022
0.17613051]]
Progress: 16.2% ... Training loss: 0.304 ... Validation loss: 0.467[[ 0.31437437]
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[ 0.38299143]
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[[ 0.04545381 -0.153962 0.09413504 ..., -0.14920425 0.21367584
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[ 0.04905094 -0.01735591 -0.0783423 ..., 0.04111302 0.48016256
0.17456771]]
Progress: 16.2% ... Training loss: 0.262 ... Validation loss: 0.426[[ 0.30283918]
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[ 0.37171438]
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[[ 0.04471576 -0.15329467 0.09589681 ..., -0.14900718 0.21163254
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[ 0.04901327 -0.01731136 -0.0783238 ..., 0.04111949 0.4802782
0.17451287]]
Progress: 16.2% ... Training loss: 0.265 ... Validation loss: 0.431[[ 0.31203758]
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[ 0.37887008]
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[[ 0.04557112 -0.15415737 0.09374676 ..., -0.14927645 0.2138981
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[ 0.04876588 -0.01705171 -0.07761434 ..., 0.04120543 0.47978926
0.17537665]]
Progress: 16.3% ... Training loss: 0.258 ... Validation loss: 0.424[[ 0.31512035]
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[ 0.04883985 -0.01710341 -0.07775935 ..., 0.04119071 0.48033232
0.17478367]]
Progress: 16.3% ... Training loss: 0.261 ... Validation loss: 0.426[[ 0.30730137]
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[[ 0.04514544 -0.15376345 0.09507075 ..., -0.14915372 0.21252279
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[ 0.04892766 -0.01717715 -0.07792988 ..., 0.04116838 0.4805935
0.17446911]]
Progress: 16.3% ... Training loss: 0.260 ... Validation loss: 0.427[[ 0.32653271]
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0.17253283]]
Progress: 16.3% ... Training loss: 0.294 ... Validation loss: 0.463[[ 0.30473454]
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0.17360369]]
Progress: 16.3% ... Training loss: 0.266 ... Validation loss: 0.431[[ 0.31805244]
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[[ 0.04574425 -0.15442037 0.09327924 ..., -0.14943922 0.21506903
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[ 0.04970618 -0.01796234 -0.08004746 ..., 0.04089942 0.48368642
0.17198501]]
Progress: 16.3% ... Training loss: 0.269 ... Validation loss: 0.436[[ 0.31832184]
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[[ 0.04599993 -0.15462829 0.09269038 ..., -0.14950543 0.21599153
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[ 0.04411451 0.04302628 0.09226588 ..., -0.24656348 -0.00199576
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[ 0.04941512 -0.01767294 -0.07935158 ..., 0.04098611 0.48329783
0.17285277]]
Progress: 16.3% ... Training loss: 0.272 ... Validation loss: 0.439[[ 0.31095102]
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[[ 0.04548523 -0.15417896 0.09402628 ..., -0.14936952 0.21504484
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[ 0.04914022 -0.0174008 -0.07860478 ..., 0.04107046 0.48284923
0.17366746]]
Progress: 16.3% ... Training loss: 0.257 ... Validation loss: 0.424[[ 0.30778301]
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[ 0.04887792 -0.01714528 -0.07799129 ..., 0.04115291 0.48236061
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Progress: 16.3% ... Training loss: 0.260 ... Validation loss: 0.427[[ 0.30491322]
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[[ 0.04448967 -0.15322999 0.09639282 ..., -0.14904938 0.21231913
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[ 0.04890304 -0.01716267 -0.07802068 ..., 0.04115105 0.48261354
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Progress: 16.3% ... Training loss: 0.264 ... Validation loss: 0.430[[ 0.31894446]
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[[ 0.0457182 -0.1544305 0.09338955 ..., -0.149443 0.21553838
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[ 0.04423009 0.04291247 0.0920227 ..., -0.24660112 -0.00159838
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[ 0.04979479 -0.01802308 -0.08026438 ..., 0.04087223 0.48538014
0.17158968]]
Progress: 16.3% ... Training loss: 0.269 ... Validation loss: 0.440[[ 0.3075789 ]
[-0.29497877]
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[ 0.37326118]
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[[ 0.04496034 -0.15378999 0.09509316 ..., -0.14924983 0.21324695
-0.16989293]
[ 0.04427243 0.04287725 0.09190667 ..., -0.24661028 -0.00146301
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[ 0.0495359 -0.01778539 -0.07975608 ..., 0.04093857 0.48478762
0.17190398]]
Progress: 16.3% ... Training loss: 0.263 ... Validation loss: 0.428[[ 0.31555559]
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[[ 0.0453357 -0.15415539 0.09406691 ..., -0.14937249 0.21468297
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[ 0.04965724 -0.01791083 -0.08009662 ..., 0.04089367 0.48524437
0.17169421]]
Progress: 16.3% ... Training loss: 0.258 ... Validation loss: 0.430[[ 0.30827616]
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[[ 0.04475489 -0.15359619 0.09572749 ..., -0.14920862 0.21352829
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[ 0.04367673 0.04343161 0.09316359 ..., -0.24643088 -0.00294729
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[ 0.04960669 -0.01785251 -0.07994336 ..., 0.04091251 0.48535024
0.17195351]]
Progress: 16.3% ... Training loss: 0.261 ... Validation loss: 0.426[[ 0.30142932]
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[[ 0.04404795 -0.15288206 0.09753455 ..., -0.14897716 0.21206798
-0.1668586 ]
[ 0.04346739 0.04363885 0.09365851 ..., -0.24636614 -0.00343431
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[ 0.04957362 -0.01779112 -0.07988581 ..., 0.04093145 0.48559461
0.17197328]]
Progress: 16.3% ... Training loss: 0.276 ... Validation loss: 0.434[[ 0.31389433]
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[[ 0.04467995 -0.15352084 0.09586224 ..., -0.14919798 0.2139004
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[ 0.04347561 0.0436309 0.0936275 ..., -0.24636722 -0.0034198
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[ 0.04986657 -0.01805881 -0.08063984 ..., 0.04083922 0.48648826
0.17122127]]
Progress: 16.4% ... Training loss: 0.258 ... Validation loss: 0.427[[ 0.3072798 ]
[-0.29223397]
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[[ 0.04408493 -0.15293248 0.09732856 ..., -0.14902459 0.21257252
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[ 0.04979864 -0.01797862 -0.08050166 ..., 0.04086365 0.48656494
0.17133539]]
Progress: 16.4% ... Training loss: 0.259 ... Validation loss: 0.424[[ 0.31713944]
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[[ 0.04533075 -0.15413259 0.09407758 ..., -0.14940038 0.21597135
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[ 0.04979728 -0.01798579 -0.0805577 ..., 0.04086527 0.48701157
0.17120717]]
Progress: 16.4% ... Training loss: 0.268 ... Validation loss: 0.432[[ 0.29917216]
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[[ 0.0442866 -0.15315058 0.09681195 ..., -0.14909546 0.21344201
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[ 0.04901368 -0.01723614 -0.0787763 ..., 0.04108493 0.48562536
0.17312648]]
Progress: 16.4% ... Training loss: 0.277 ... Validation loss: 0.436[[ 0.31380452]
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[[ 0.04512096 -0.15398073 0.09483317 ..., -0.14936757 0.21553875
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[ 0.04900991 -0.01722485 -0.0787508 ..., 0.04109159 0.48564006
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Progress: 16.4% ... Training loss: 0.261 ... Validation loss: 0.429[[ 0.30289138]
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[[ 0.04451349 -0.15337675 0.0965061 ..., -0.14917373 0.21402953
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[ 0.04336868 0.04373398 0.09383487 ..., -0.24633148 -0.00369005
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[ 0.04837782 -0.01661468 -0.07716748 ..., 0.04127478 0.48448627
0.17472583]]
Progress: 16.4% ... Training loss: 0.264 ... Validation loss: 0.429[[ 0.3051327 ]
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[[ 0.04470337 -0.15357648 0.09607324 ..., -0.14922991 0.21443185
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[ 0.04305694 0.04403464 0.09459691 ..., -0.24623207 -0.0045321
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[ 0.04812009 -0.01635829 -0.07655056 ..., 0.04135685 0.48391718
0.17539699]]
Progress: 16.4% ... Training loss: 0.262 ... Validation loss: 0.430[[ 0.32295997]
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[[ 0.0463599 -0.15516225 0.09210258 ..., -0.14974803 0.21893315
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[ 0.04296272 0.04413005 0.09479403 ..., -0.24619976 -0.00473393
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[ 0.04883266 -0.01703907 -0.07832279 ..., 0.04113212 0.48604816
0.1734615 ]]
Progress: 16.4% ... Training loss: 0.284 ... Validation loss: 0.462[[ 0.30576688]
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[[ 0.04465111 -0.15363578 0.09622432 ..., -0.14930744 0.2146842
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[ 0.04290086 0.04418454 0.09492509 ..., -0.24618344 -0.00490005
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[ 0.04848888 -0.01670688 -0.07748377 ..., 0.04122629 0.48560191
0.17426386]]
Progress: 16.4% ... Training loss: 0.261 ... Validation loss: 0.427[[ 0.31945665]
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[[ 0.04575089 -0.15467139 0.09348655 ..., -0.14963259 0.2173799
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[ 0.04306561 0.04402176 0.0945607 ..., -0.24623752 -0.00441933
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[ 0.04877903 -0.01698553 -0.07823045 ..., 0.04114043 0.48627837
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Progress: 16.4% ... Training loss: 0.272 ... Validation loss: 0.446[[ 0.29893204]
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[ 0.04290602 0.04415728 0.09489218 ..., -0.24619462 -0.00476245
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[ 0.0484253 -0.01666263 -0.07741629 ..., 0.04123658 0.48566687
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Progress: 16.4% ... Training loss: 0.278 ... Validation loss: 0.438[[ 0.3121179 ]
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[[ 0.04511891 -0.15421776 0.09503942 ..., -0.14950024 0.21586036
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[ 0.04293795 0.04412497 0.09480884 ..., -0.24620511 -0.00468443
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0.17433403]]
Progress: 16.4% ... Training loss: 0.257 ... Validation loss: 0.429[[ 0.30935168]
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[[ 0.04538595 -0.15446718 0.09438536 ..., -0.14958278 0.21671607
-0.1709808 ]
[ 0.04318397 0.04389648 0.09423898 ..., -0.24627619 -0.00395683
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0.17449998]]
Progress: 16.4% ... Training loss: 0.258 ... Validation loss: 0.427[[ 0.30987132]
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[[ 0.04509681 -0.15423597 0.09516628 ..., -0.14950009 0.21627828
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[ 0.04812046 -0.01631674 -0.07684418 ..., 0.04134686 0.48568218
0.17473953]]
Progress: 16.4% ... Training loss: 0.258 ... Validation loss: 0.426[[ 0.31328529]
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[ 0.04292329 0.04414671 0.09488519 ..., -0.24620113 -0.00448143
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[ 0.04825653 -0.01645342 -0.07722627 ..., 0.04131976 0.48634484
0.17441249]]
Progress: 16.4% ... Training loss: 0.257 ... Validation loss: 0.428[[ 0.30814836]
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[[ 0.04385838 -0.1531209 0.09824816 ..., -0.14912836 0.21315275
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[ 0.04795992 -0.01615961 -0.07646042 ..., 0.04140993 0.48601685
0.17517763]]
Progress: 16.5% ... Training loss: 0.265 ... Validation loss: 0.433[[ 0.31081437]
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[[ 0.04409459 -0.15332252 0.0977254 ..., -0.14919668 0.21379752
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[ 0.04768625 -0.0158512 -0.07581471 ..., 0.04152349 0.48558441
0.17590203]]
Progress: 16.5% ... Training loss: 0.258 ... Validation loss: 0.428[[ 0.31515875]
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[ 0.04785319 -0.01599571 -0.07625525 ..., 0.04147377 0.48616568
0.17539963]]
Progress: 16.5% ... Training loss: 0.258 ... Validation loss: 0.430[[ 0.30965351]
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[[ 0.04385024 -0.15307499 0.09841529 ..., -0.14912871 0.21326351
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[ 0.04749714 -0.01564896 -0.07541276 ..., 0.04158358 0.48555903
0.17642086]]
Progress: 16.5% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.30834422]
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[[ 0.04396491 -0.15317345 0.09823196 ..., -0.14916394 0.21341492
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[ 0.04739778 -0.01552781 -0.07525644 ..., 0.04162394 0.4856406
0.17659423]]
Progress: 16.5% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.31666433]
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[[ 0.04480447 -0.15393892 0.09620345 ..., -0.14940386 0.21567038
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[ 0.04783792 -0.01592518 -0.07635065 ..., 0.04148996 0.48694999
0.17538839]]
Progress: 16.5% ... Training loss: 0.264 ... Validation loss: 0.435[[ 0.31217274]
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[[ 0.04444086 -0.15359926 0.09719142 ..., -0.14930827 0.21499571
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[ 0.04306177 0.04402007 0.09447889 ..., -0.24624145 -0.00395506
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[ 0.04754056 -0.01563079 -0.07568724 ..., 0.04157977 0.48638646
0.17613592]]
Progress: 16.5% ... Training loss: 0.257 ... Validation loss: 0.427[[ 0.31772677]
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[[ 0.04444634 -0.15361704 0.09710539 ..., -0.14931613 0.21484852
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[ 0.04807023 -0.01610751 -0.07700554 ..., 0.04142098 0.48777991
0.17463167]]
Progress: 16.5% ... Training loss: 0.264 ... Validation loss: 0.436[[ 0.31468262]
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[[ 0.04411545 -0.15327433 0.09791019 ..., -0.1492301 0.21407599
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[ 0.04785891 -0.01591694 -0.07652628 ..., 0.04148271 0.48744013
0.17519271]]
Progress: 16.5% ... Training loss: 0.258 ... Validation loss: 0.431[[ 0.31529802]
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[[ 0.04413738 -0.15329069 0.09793731 ..., -0.14923718 0.21439699
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[ 0.04733713 -0.01539281 -0.07514667 ..., 0.0416441 0.48676657
0.17661962]]
Progress: 16.5% ... Training loss: 0.260 ... Validation loss: 0.432[[ 0.31136254]
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[[ 0.04416467 -0.15332041 0.09782284 ..., -0.14924664 0.2146954
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[ 0.04736479 -0.01540844 -0.07527551 ..., 0.04164069 0.48695135
0.17651268]]
Progress: 16.5% ... Training loss: 0.257 ... Validation loss: 0.426[[ 0.30578081]
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[[ 0.0435697 -0.15274347 0.09928044 ..., -0.14907457 0.21316826
-0.16544774]
[ 0.04304101 0.04403556 0.09451294 ..., -0.24623288 -0.00401677
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[ 0.04723708 -0.01527782 -0.07490194 ..., 0.04168006 0.48680508
0.17682119]]
Progress: 16.5% ... Training loss: 0.262 ... Validation loss: 0.430[[ 0.31815133]
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[[ 0.04444455 -0.15357603 0.09715383 ..., -0.14933316 0.21527127
-0.16748202]
[ 0.04300239 0.04407215 0.09460034 ..., -0.24622123 -0.00412827
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[ 0.04779659 -0.01582104 -0.07630155 ..., 0.04150433 0.48856781
0.1753282 ]]
Progress: 16.5% ... Training loss: 0.266 ... Validation loss: 0.440[[ 0.31384665]
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[[ 0.04397835 -0.1531448 0.09830957 ..., -0.14920352 0.21395698
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[ 0.04297545 0.04409725 0.09465497 ..., -0.24621384 -0.00420501
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[ 0.0477767 -0.01578082 -0.0762462 ..., 0.0415182 0.48871318
0.17534371]]
Progress: 16.5% ... Training loss: 0.258 ... Validation loss: 0.431[[ 0.3160488 ]
[-0.2842018 ]
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[ 0.38238925]
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[ 0.04316756 0.04392704 0.09420018 ..., -0.24626538 -0.00364947
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-0.24541287]
[ 0.04783904 -0.01582328 -0.07637707 ..., 0.04150439 0.48906937
0.17519009]]
Progress: 16.5% ... Training loss: 0.260 ... Validation loss: 0.433[[ 0.31125432]
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[ 0.37834366]
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[[ 0.04356956 -0.15278534 0.09918466 ..., -0.14909869 0.21321294
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[ 0.04312793 0.0439589 0.09429481 ..., -0.2462548 -0.00376111
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-0.24523302]
[ 0.04764673 -0.01563572 -0.07598262 ..., 0.04155493 0.48900333
0.17550634]]
Progress: 16.6% ... Training loss: 0.257 ... Validation loss: 0.427[[ 0.3158272 ]
[-0.28247749]
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[[ 0.04385838 -0.15301682 0.09859168 ..., -0.14917968 0.21417703
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[ 0.04320027 0.0438933 0.09410125 ..., -0.24627771 -0.00350049
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[ 0.04762341 -0.01560472 -0.075944 ..., 0.04156286 0.48902497
0.17552979]]
Progress: 16.6% ... Training loss: 0.260 ... Validation loss: 0.434[[ 0.30739832]
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[ 0.37418953]
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[[ 0.0433191 -0.15255631 0.09983249 ..., -0.14903624 0.21265894
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[ 0.04754942 -0.01553636 -0.07587301 ..., 0.04157291 0.48887089
0.17555118]]
Progress: 16.6% ... Training loss: 0.260 ... Validation loss: 0.432[[ 0.31162546]
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[[ 0.0425154 -0.15179171 0.1020318 ..., -0.14879721 0.210546
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[ 0.0472737 -0.01527399 -0.07508523 ..., 0.04165803 0.48835712
0.17628717]]
Progress: 16.6% ... Training loss: 0.257 ... Validation loss: 0.432[[ 0.31386949]
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[[ 0.04309217 -0.15233118 0.10062003 ..., -0.14896876 0.21190857
-0.1637033 ]
[ 0.04325416 0.04383922 0.09396445 ..., -0.24629324 -0.00336825
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[ 0.04758526 -0.01555171 -0.0758544 ..., 0.04156776 0.48930838
0.17539946]]
Progress: 16.6% ... Training loss: 0.257 ... Validation loss: 0.434[[ 0.31941154]
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[[ 0.04414011 -0.15333517 0.09830346 ..., -0.14927487 0.21458808
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[ 0.04779203 -0.01574719 -0.07640944 ..., 0.04150624 0.49045538
0.17511796]]
Progress: 16.6% ... Training loss: 0.264 ... Validation loss: 0.440[[ 0.30626822]
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[[ 0.04308575 -0.15242658 0.10085096 ..., -0.14900652 0.21184488
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[ 0.04311487 0.04394677 0.09427439 ..., -0.24626304 -0.00366182
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[ 0.04797224 -0.0158925 -0.07699668 ..., 0.04147076 0.49107614
0.17438958]]
Progress: 16.6% ... Training loss: 0.269 ... Validation loss: 0.439[[ 0.31885951]
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[[ 0.04395807 -0.15329815 0.09863995 ..., -0.14928839 0.2142748
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[ 0.04290741 0.04414445 0.09480228 ..., -0.246202 -0.00410978
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[ 0.04840555 -0.01630706 -0.0780586 ..., 0.04134652 0.49226767
0.17334238]]
Progress: 16.6% ... Training loss: 0.259 ... Validation loss: 0.439[[ 0.32131164]
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[[ 0.04494651 -0.15415634 0.09649291 ..., -0.14956899 0.21723717
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[ 0.04878918 -0.01664231 -0.07884843 ..., 0.04124443 0.49342436
0.17240216]]
Progress: 16.6% ... Training loss: 0.263 ... Validation loss: 0.442[[ 0.30813191]
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[[ 0.04434407 -0.15358664 0.09801691 ..., -0.14940074 0.21585636
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[ 0.04866758 -0.01652015 -0.07858381 ..., 0.0412806 0.49328875
0.17256226]]
Progress: 16.6% ... Training loss: 0.262 ... Validation loss: 0.430[[ 0.31008397]
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[[ 0.04480353 -0.15402736 0.09706847 ..., -0.14954875 0.21726449
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[ 0.04244854 0.04457303 0.09581514 ..., -0.2460724 -0.00520559
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[ 0.04879989 -0.01663507 -0.07882667 ..., 0.04124332 0.49384366
0.17226448]]
Progress: 16.6% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.3077516 ]
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Progress: 16.6% ... Training loss: 0.262 ... Validation loss: 0.431[[ 0.31936553]
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[[ 0.04540789 -0.15463938 0.09580118 ..., -0.14970958 0.21846489
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[ 0.04817512 -0.01602122 -0.07726267 ..., 0.04143578 0.49252674
0.17405072]]
Progress: 16.6% ... Training loss: 0.263 ... Validation loss: 0.444[[ 0.31421993]
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[[ 0.04554369 -0.15477417 0.09540774 ..., -0.14974388 0.21861169
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[ 0.04782946 -0.01569681 -0.07651585 ..., 0.04154204 0.49197641
0.17487375]]
Progress: 16.6% ... Training loss: 0.257 ... Validation loss: 0.430[[ 0.32431226]
[-0.27917002]
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[[ 0.04683479 -0.15592237 0.09220971 ..., -0.15010874 0.22235126
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[ 0.04275798 0.04428133 0.09508804 ..., -0.24615864 -0.00431093
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[ 0.04825415 -0.01606075 -0.0776668 ..., 0.0414328 0.4933803 0.17354 ]]
Progress: 16.6% ... Training loss: 0.282 ... Validation loss: 0.456[[ 0.299113 ]
[-0.29927785]
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[[ 0.04469272 -0.15405212 0.09707776 ..., -0.14956119 0.21684509
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[ 0.04256998 0.04444167 0.09552974 ..., -0.24611074 -0.00477909
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[ 0.04773285 -0.01559928 -0.07648192 ..., 0.04157015 0.49236307
0.17469271]]
Progress: 16.7% ... Training loss: 0.281 ... Validation loss: 0.445[[ 0.31207063]
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[[ 0.04489898 -0.15425217 0.09661887 ..., -0.14963237 0.21797906
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[ 0.04264553 0.04436673 0.09529994 ..., -0.24613542 -0.00449689
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[ 0.04793934 -0.01580807 -0.07697207 ..., 0.04150363 0.49338215
0.17422292]]
Progress: 16.7% ... Training loss: 0.256 ... Validation loss: 0.427[[ 0.31225679]
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[[ 0.04433947 -0.15368274 0.09791262 ..., -0.14946411 0.21652049
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[ 0.04239143 0.04462162 0.09593566 ..., -0.24606493 -0.00511394
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[ 0.04766592 -0.01552862 -0.07644269 ..., 0.04158273 0.49288842
0.17451626]]
Progress: 16.7% ... Training loss: 0.256 ... Validation loss: 0.427[[ 0.31070522]
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0.17419968]]
Progress: 16.7% ... Training loss: 0.256 ... Validation loss: 0.427[[ 0.3103908 ]
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[ 0.04773349 -0.01557345 -0.0765242 ..., 0.04156641 0.49348801
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Progress: 16.7% ... Training loss: 0.256 ... Validation loss: 0.426[[ 0.30955487]
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[[ 0.0435933 -0.15300706 0.10006234 ..., -0.14924538 0.21553667
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[ 0.04777033 -0.0155842 -0.07674945 ..., 0.04154118 0.49383108
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Progress: 16.7% ... Training loss: 0.256 ... Validation loss: 0.426[[ 0.3087597 ]
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0.17368584]]
Progress: 16.7% ... Training loss: 0.257 ... Validation loss: 0.425[[ 0.31601573]
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[[ 0.04402092 -0.15341097 0.09896528 ..., -0.14935215 0.21653108
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[ 0.04836865 -0.0161206 -0.07827527 ..., 0.04137515 0.49555445
0.17240153]]
Progress: 16.7% ... Training loss: 0.261 ... Validation loss: 0.433[[ 0.30836596]
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[[ 0.04405609 -0.15341478 0.09897013 ..., -0.14934615 0.21671178
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[ 0.04261221 0.04442485 0.09533516 ..., -0.2461292 -0.00422206
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[ 0.04783522 -0.0156235 -0.07702022 ..., 0.04152606 0.49443446
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Progress: 16.7% ... Training loss: 0.256 ... Validation loss: 0.424[[ 0.31422319]
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[[ 0.04444955 -0.15378729 0.09816464 ..., -0.14944955 0.21747175
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[ 0.04804575 -0.01581233 -0.07754979 ..., 0.04146617 0.49522041
0.17330944]]
Progress: 16.7% ... Training loss: 0.258 ... Validation loss: 0.428[[ 0.30824659]
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[[ 0.0440167 -0.153368 0.09928513 ..., -0.14932596 0.21680905
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[ 0.04264542 0.04439178 0.09525977 ..., -0.2461382 -0.00415757
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[ 0.04826814 -0.01598848 -0.07808032 ..., 0.04141493 0.49626895
0.17281112]]
Progress: 16.7% ... Training loss: 0.257 ... Validation loss: 0.423[[ 0.32154994]
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[[ 0.04531304 -0.15458675 0.09598064 ..., -0.14971392 0.2202422
-0.16801181]
[ 0.04264542 0.04439178 0.09525977 ..., -0.2461382 -0.00415757
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0.17240897]]
Progress: 16.7% ... Training loss: 0.276 ... Validation loss: 0.447[[ 0.30129335]
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[ 1.62685881]
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[[ 0.04363214 -0.15312522 0.09978544 ..., -0.1492797 0.21642197
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[ 0.04785396 -0.01562986 -0.07731868 ..., 0.04151727 0.4961756
0.1734305 ]]
Progress: 16.7% ... Training loss: 0.276 ... Validation loss: 0.436[[ 0.31772783]
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[[ 0.04497384 -0.15448257 0.09641671 ..., -0.14973014 0.22008038
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[ 0.04268333 0.04429742 0.09494874 ..., -0.24618049 -0.00387185
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[ 0.04822174 -0.01601127 -0.07823823 ..., 0.04140239 0.49720346
0.17236673]]
Progress: 16.7% ... Training loss: 0.263 ... Validation loss: 0.431[[ 0.31172226]
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[ 1.63339929]
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[ 0.04844912 -0.01621025 -0.07873747 ..., 0.04134517 0.49802275
0.1718833 ]]
Progress: 16.7% ... Training loss: 0.256 ... Validation loss: 0.423[[ 0.30211984]
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[[ 0.04366741 -0.15327798 0.09962272 ..., -0.14935079 0.21658149
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[ 0.04284896 0.04414701 0.09455555 ..., -0.24622815 -0.00337704
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[ 0.04781934 -0.01560676 -0.07717956 ..., 0.04154342 0.49726361
0.17356662]]
Progress: 16.8% ... Training loss: 0.274 ... Validation loss: 0.437[[ 0.32010613]
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[ 1.63929838]
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[[ 0.04511685 -0.15470251 0.09612763 ..., -0.14982324 0.22043437
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[ 0.04288311 0.04412997 0.09451833 ..., -0.24624476 -0.00324212
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[ 0.04811577 -0.01590039 -0.07800105 ..., 0.04144438 0.498075
0.17262128]]
Progress: 16.8% ... Training loss: 0.268 ... Validation loss: 0.438[[ 0.29879469]
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[[ 0.04307745 -0.15287779 0.10103189 ..., -0.14929246 0.2158084
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[ 0.04273934 0.04425572 0.09484659 ..., -0.24620882 -0.00357381
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[ 0.04716161 -0.01502646 -0.07570954 ..., 0.04170299 0.49663245
0.17482154]]
Progress: 16.8% ... Training loss: 0.282 ... Validation loss: 0.447[[ 0.3155214 ]
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[[ 0.04421658 -0.15395173 0.09820375 ..., -0.14964239 0.21940122
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[ 0.04716587 -0.01495838 -0.07574701 ..., 0.04172955 0.49744979
0.17454881]]
Progress: 16.8% ... Training loss: 0.262 ... Validation loss: 0.429[[ 0.30407711]
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[[ 0.04352991 -0.15329941 0.10003956 ..., -0.14945497 0.21762301
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[ 0.04300435 0.04400084 0.09422394 ..., -0.24628531 -0.00280937
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[ 0.04691411 -0.01472033 -0.07519516 ..., 0.04180074 0.49697725
0.17517717]]
Progress: 16.8% ... Training loss: 0.263 ... Validation loss: 0.428[[ 0.32022295]
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[[ 0.04427324 -0.15406098 0.09823417 ..., -0.14967202 0.21968785
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[ 0.0471255 -0.01493491 -0.07576713 ..., 0.04173344 0.49760562
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Progress: 16.8% ... Training loss: 0.275 ... Validation loss: 0.443[[ 0.29868535]
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[[ 0.04198599 -0.15205095 0.10353333 ..., -0.14909706 0.21378724
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[ 0.04319839 0.04381273 0.09374166 ..., -0.24634284 -0.00225031
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Progress: 16.8% ... Training loss: 0.275 ... Validation loss: 0.441[[ 0.31452007]
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[[ 0.0433442 -0.15339727 0.10012944 ..., -0.14952207 0.21735054
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[ 0.04741813 -0.01522743 -0.07656687 ..., 0.04164403 0.49868092
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Progress: 16.8% ... Training loss: 0.263 ... Validation loss: 0.432[[ 0.29901217]
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[[ 0.04196066 -0.15213728 0.10353589 ..., -0.14916306 0.21380366
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[ 0.04310216 0.04389719 0.09395473 ..., -0.24631714 -0.00248631
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[ 0.04706662 -0.0149075 -0.07573066 ..., 0.04173273 0.49819511
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Progress: 16.8% ... Training loss: 0.271 ... Validation loss: 0.440[[ 0.31592534]
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[[ 0.0433357 -0.15348316 0.09994785 ..., -0.14959579 0.21767627
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[ 0.0431946 0.04381266 0.09373468 ..., -0.24634506 -0.00224132
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[ 0.04811766 -0.01591357 -0.07847896 ..., 0.04141196 0.50133905
0.1714795 ]]
Progress: 16.8% ... Training loss: 0.269 ... Validation loss: 0.437[[ 0.31130587]
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[[ 0.04285046 -0.1530804 0.10111883 ..., -0.14948042 0.21616903
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[ 0.04330123 0.04371576 0.09349652 ..., -0.24637126 -0.00192889
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[ 0.04846471 -0.01620909 -0.07932728 ..., 0.04132898 0.5022982
0.17053531]]
Progress: 16.8% ... Training loss: 0.258 ... Validation loss: 0.425[[ 0.31411294]
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[ 0.04864136 -0.01637469 -0.07978747 ..., 0.04127991 0.50286848
0.17008194]]
Progress: 16.8% ... Training loss: 0.258 ... Validation loss: 0.428[[ 0.30822527]
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[[ 0.04225667 -0.15260675 0.10259361 ..., -0.14934171 0.21527018
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[ 0.04295256 0.0440398 0.09425624 ..., -0.24627544 -0.00282647
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[ 0.04835132 -0.01608204 -0.07911034 ..., 0.04137047 0.50271293
0.17066545]]
Progress: 16.8% ... Training loss: 0.257 ... Validation loss: 0.425[[ 0.30050732]
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[[ 0.04193231 -0.15224722 0.10347141 ..., -0.14923351 0.21486091
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[ 0.04747798 -0.01519796 -0.07691884 ..., 0.04164014 0.50141838
0.1731283 ]]
Progress: 16.8% ... Training loss: 0.267 ... Validation loss: 0.435[[ 0.3151152 ]
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[ 0.04797397 -0.01567623 -0.07822707 ..., 0.04149378 0.5027953
0.17184289]]
Progress: 16.8% ... Training loss: 0.261 ... Validation loss: 0.431[[ 0.31134792]
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[[ 0.04259604 -0.15290068 0.10206293 ..., -0.14944319 0.21607212
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[ 0.04301754 0.04397933 0.09409881 ..., -0.24629421 -0.00264068
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[ 0.04850058 -0.01612212 -0.07960649 ..., 0.04136209 0.504504 0.1702455 ]]
Progress: 16.9% ... Training loss: 0.257 ... Validation loss: 0.424[[ 0.30239481]
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[ 1.63921161]
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[[ 0.04297016 -0.15325225 0.10125919 ..., -0.14954803 0.2168047
-0.1624737 ]
[ 0.04298161 0.0440115 0.09415616 ..., -0.24628474 -0.00270913
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[ 0.04883352 -0.016407 -0.08047753 ..., 0.0412765 0.50538703
0.16923793]]
Progress: 16.9% ... Training loss: 0.261 ... Validation loss: 0.426[[ 0.3092383 ]
[-0.28308117]
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[[ 0.04366133 -0.15391157 0.09935324 ..., -0.14975349 0.21847554
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[ 0.04295381 0.04404578 0.09418953 ..., -0.24627525 -0.00287842
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0.1684349 ]]
Progress: 16.9% ... Training loss: 0.260 ... Validation loss: 0.419[[ 0.31028036]
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[[ 0.04335074 -0.1536407 0.10017077 ..., -0.14965603 0.21698045
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[ 0.04915515 -0.01670529 -0.08146127 ..., 0.04118012 0.50632328
0.1679951 ]]
Progress: 16.9% ... Training loss: 0.258 ... Validation loss: 0.423[[ 0.30253921]
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[[ 0.0428502 -0.1530759 0.10161532 ..., -0.14949134 0.21597404
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[ 0.0430182 0.04398443 0.09405242 ..., -0.24629175 -0.0027085
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[ 0.04906822 -0.01661131 -0.08134626 ..., 0.04120555 0.50622676
0.16811534]]
Progress: 16.9% ... Training loss: 0.259 ... Validation loss: 0.425[[ 0.30790796]
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[[ 0.0428807 -0.15311382 0.10162223 ..., -0.14948915 0.215958
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[ 0.04932848 -0.01686073 -0.08197889 ..., 0.04113273 0.50703882
0.16744397]]
Progress: 16.9% ... Training loss: 0.257 ... Validation loss: 0.423[[ 0.3056616 ]
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[[ 0.04376455 -0.15394061 0.09951823 ..., -0.14974436 0.21847846
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[ 0.0496145 -0.01710775 -0.08268065 ..., 0.0410558 0.50812987
0.16670666]]
Progress: 16.9% ... Training loss: 0.256 ... Validation loss: 0.421[[ 0.31391315]
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[[ 0.04409261 -0.15429485 0.09865121 ..., -0.14986116 0.21933691
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[ 0.04316857 0.04383646 0.09353529 ..., -0.24633582 -0.00220813
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[ 0.04945076 -0.01694704 -0.08233687 ..., 0.04110199 0.50777787
0.16723518]]
Progress: 16.9% ... Training loss: 0.265 ... Validation loss: 0.429[[ 0.30329516]
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[[ 0.04309291 -0.15332434 0.10121769 ..., -0.14957322 0.21720106
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[ 0.04905347 -0.01658623 -0.0813893 ..., 0.04120357 0.5069643
0.16829047]]
Progress: 16.9% ... Training loss: 0.258 ... Validation loss: 0.425[[ 0.3132349 ]
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[[ 0.04393549 -0.15412673 0.09937457 ..., -0.14983169 0.21923489
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[ 0.04927448 -0.01679595 -0.08193833 ..., 0.04113602 0.50755942
0.16774229]]
Progress: 16.9% ... Training loss: 0.264 ... Validation loss: 0.428[[ 0.30528504]
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[[ 0.0435127 -0.15375343 0.10040141 ..., -0.14972213 0.21817794
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[ 0.04313428 0.04386628 0.09360534 ..., -0.24632698 -0.00227521
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[ 0.04897787 -0.0165245 -0.08122951 ..., 0.04121642 0.50712405
0.16838555]]
Progress: 16.9% ... Training loss: 0.257 ... Validation loss: 0.425[[ 0.30860631]
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[ 0.04308639 0.04390907 0.0937122 ..., -0.24631723 -0.00231147
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[ 0.04915265 -0.01669274 -0.08167703 ..., 0.04116523 0.50762933
0.16782252]]
Progress: 16.9% ... Training loss: 0.257 ... Validation loss: 0.423[[ 0.30634599]
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[[ 0.04310327 -0.15329612 0.10181465 ..., -0.1495896 0.21736668
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[ 0.04315742 0.04384673 0.09353873 ..., -0.24633492 -0.00211688
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[ 0.04920082 -0.01672823 -0.08190796 ..., 0.04114094 0.50775719
0.16745696]]
Progress: 16.9% ... Training loss: 0.256 ... Validation loss: 0.423[[ 0.30440497]
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[[ 0.04378865 -0.15390086 0.10026309 ..., -0.1497802 0.21939345
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[ 0.04923395 -0.01675441 -0.08203231 ..., 0.04113462 0.50805891
0.16744844]]
Progress: 16.9% ... Training loss: 0.257 ... Validation loss: 0.425[[ 0.30916096]
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[[ 0.04375775 -0.15385759 0.10064345 ..., -0.14978861 0.21965955
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[ 0.0429342 0.04404128 0.09414054 ..., -0.24628567 -0.002527
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[ 0.04925554 -0.01678698 -0.08207762 ..., 0.04112802 0.50830247
0.1673378 ]]
Progress: 16.9% ... Training loss: 0.256 ... Validation loss: 0.428[[ 0.31180717]
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[ 0.38141786]
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[[ 0.04435672 -0.15439384 0.09911316 ..., -0.14995671 0.22168543
-0.16368051]
[ 0.04293186 0.04404351 0.09414651 ..., -0.24628502 -0.00253245
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[ 0.04927969 -0.0167648 -0.08223041 ..., 0.04113398 0.50869674
0.16716005]]
Progress: 17.0% ... Training loss: 0.261 ... Validation loss: 0.432[[ 0.30765303]
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[ 1.64038382]
[ 0.37896128]
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[[ 0.04422125 -0.15427809 0.09954805 ..., -0.14993964 0.22153931
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[ 0.0429417 0.04403795 0.09413037 ..., -0.24628695 -0.00250275
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-0.24446184]
[ 0.04929569 -0.0167667 -0.08225219 ..., 0.0411328 0.50893164
0.16704786]]
Progress: 17.0% ... Training loss: 0.257 ... Validation loss: 0.423[[ 0.30251311]
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[[ 0.04433254 -0.15439821 0.09940095 ..., -0.14998282 0.22159895
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[ 0.04293187 0.0440468 0.09414369 ..., -0.24628291 -0.00253775
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[ 0.04930019 -0.01678425 -0.08221845 ..., 0.04113174 0.50908788
0.16722692]]
Progress: 17.0% ... Training loss: 0.259 ... Validation loss: 0.424[[ 0.30980403]
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[[ 0.04447323 -0.15452293 0.09908159 ..., -0.15001793 0.22211906
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[ 0.04962251 -0.01711569 -0.08304146 ..., 0.04103785 0.51027026
0.16637997]]
Progress: 17.0% ... Training loss: 0.259 ... Validation loss: 0.425[[ 0.29578417]
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[[ 0.04336782 -0.15347565 0.10168252 ..., -0.14971362 0.21970044
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[ 0.04897202 -0.01645265 -0.08153198 ..., 0.04123616 0.50895964
0.16788512]]
Progress: 17.0% ... Training loss: 0.272 ... Validation loss: 0.435[[ 0.31188761]
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[[ 0.04433263 -0.15447555 0.09914449 ..., -0.15002732 0.22250077
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[ 0.04936763 -0.01685251 -0.08266879 ..., 0.04111428 0.51012063
0.16648286]]
Progress: 17.0% ... Training loss: 0.264 ... Validation loss: 0.431[[ 0.29752148]
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[[ 0.04333073 -0.15357195 0.10144064 ..., -0.14977466 0.21953923
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[ 0.04270118 0.04423871 0.09470047 ..., -0.2462411 -0.00289006
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[ 0.04885034 -0.01635954 -0.0815815 ..., 0.04125192 0.50907887
0.16771625]]
Progress: 17.0% ... Training loss: 0.266 ... Validation loss: 0.434[[ 0.30235911]
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[[ 0.04408583 -0.15429533 0.09943787 ..., -0.15000486 0.22208478
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[ 0.04265157 0.04429119 0.09479172 ..., -0.2462255 -0.00294483
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0.16742055]]
Progress: 17.0% ... Training loss: 0.256 ... Validation loss: 0.422[[ 0.30417076]
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[[ 0.04390915 -0.15410614 0.09999711 ..., -0.14995646 0.22163355
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[ 0.0427493 0.04419745 0.09456578 ..., -0.24625348 -0.00267863
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[ 0.04870708 -0.01618925 -0.08135659 ..., 0.04130221 0.50940369
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Progress: 17.0% ... Training loss: 0.256 ... Validation loss: 0.422[[ 0.30782556]
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[[ 0.04433784 -0.1545566 0.09891206 ..., -0.15008245 0.2234129
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[ 0.04285486 0.0440972 0.09430038 ..., -0.24628258 -0.00239058
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[ 0.048454 -0.01592606 -0.08070797 ..., 0.04139042 0.50945568
0.16825672]]
Progress: 17.0% ... Training loss: 0.257 ... Validation loss: 0.425[[ 0.30905312]
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[[ 0.04443263 -0.15463242 0.09879785 ..., -0.15010771 0.22421185
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[ 0.04828729 -0.01576462 -0.0804037 ..., 0.04143695 0.50950711
0.16859317]]
Progress: 17.0% ... Training loss: 0.258 ... Validation loss: 0.425[[ 0.30545963]
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[[ 0.04373144 -0.15398263 0.10035608 ..., -0.14991251 0.22216956
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[ 0.043013 0.04395021 0.09391937 ..., -0.24632516 -0.00193665
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[ 0.04822517 -0.01567572 -0.08028055 ..., 0.041469 0.50984803
0.16874529]]
Progress: 17.0% ... Training loss: 0.256 ... Validation loss: 0.424[[ 0.30499872]
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[[ 0.04348085 -0.15372362 0.10133551 ..., -0.14983587 0.22174613
-0.16122939]
[ 0.04304528 0.04391774 0.09384872 ..., -0.24633185 -0.00183794
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-0.24377267]
[ 0.04810831 -0.01555641 -0.08005551 ..., 0.0415032 0.5097885
0.1690458 ]]
Progress: 17.0% ... Training loss: 0.257 ... Validation loss: 0.426[[ 0.30555638]
[-0.28877255]
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[ 1.62888436]
[ 0.37252776]
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[[ 0.04301127 -0.15328322 0.10254408 ..., -0.14969483 0.22056316
-0.16022458]
[ 0.04316594 0.04380385 0.09358804 ..., -0.24636499 -0.00147837
0.10937582]
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-0.24432924]
[ 0.04830207 -0.01573119 -0.08046953 ..., 0.04145197 0.51058671
0.16844118]]
Progress: 17.0% ... Training loss: 0.257 ... Validation loss: 0.427[[ 0.30966539]
[-0.28670124]
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[ 1.63134673]
[ 0.37545234]
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[[ 0.04346072 -0.15368548 0.10145021 ..., -0.1498207 0.22198675
-0.16143079]
[ 0.0430563 0.04391752 0.09381728 ..., -0.24633496 -0.00163917
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[ 0.04835799 -0.01577626 -0.08063269 ..., 0.04143737 0.51084549
0.16811622]]
Progress: 17.0% ... Training loss: 0.257 ... Validation loss: 0.430[[ 0.31355003]
[-0.28333469]
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[ 1.63622196]
[ 0.37997902]
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[[ 0.04354223 -0.15379278 0.10146219 ..., -0.14985023 0.22201832
-0.16146248]
[ 0.04312122 0.04385728 0.09366766 ..., -0.24635143 -0.00145748
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-0.24502317]
[ 0.04819294 -0.01561125 -0.08022787 ..., 0.04148552 0.51058243
0.16851783]]
Progress: 17.1% ... Training loss: 0.260 ... Validation loss: 0.435[[ 0.30475773]
[-0.29172691]
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[ 1.62913164]
[ 0.37226132]
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[[ 0.0430166 -0.15323249 0.10264695 ..., -0.14970001 0.22077208
-0.16025171]
[ 0.04286033 0.04409122 0.09428685 ..., -0.2462813 -0.00221697
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[ 0.04788865 -0.01533043 -0.0794837 ..., 0.04156666 0.51006995
0.16941385]]
Progress: 17.1% ... Training loss: 0.260 ... Validation loss: 0.427[[ 0.31031291]
[-0.28768386]
[-0.77322144]
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[ 1.63218595]
[ 0.37585983]
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[[ 0.04333373 -0.15351555 0.1018388 ..., -0.14979742 0.2219717
-0.1612179 ]
[ 0.04303765 0.0439201 0.09384977 ..., -0.24633087 -0.00166272
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[ 0.04829954 -0.01574927 -0.08052135 ..., 0.04143688 0.51141879
0.16821284]]
Progress: 17.1% ... Training loss: 0.256 ... Validation loss: 0.431[[ 0.30170474]
[-0.29547333]
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[ 1.62362566]
[ 0.36779641]
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[[ 0.04220831 -0.15242963 0.10456768 ..., -0.14946588 0.2194264
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[ 0.04310179 0.04386012 0.09369356 ..., -0.24634885 -0.00147503
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[ 0.04793819 -0.01537288 -0.0795347 ..., 0.04155525 0.51112286
0.16934033]]
Progress: 17.1% ... Training loss: 0.267 ... Validation loss: 0.431[[ 0.30004739]
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[ 0.3673331 ]
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[[ 0.04164361 -0.15181762 0.10614646 ..., -0.14927801 0.21849285
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[ 0.04332328 0.04364436 0.09316205 ..., -0.24641493 -0.00078756
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[ 0.04746962 -0.01488288 -0.07824729 ..., 0.04170941 0.51029305
0.17086397]]
Progress: 17.1% ... Training loss: 0.272 ... Validation loss: 0.434[[ 0.3172802 ]
[-0.27980265]
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[[ 4.30442603e-02 -1.53217351e-01 1.02654047e-01 ..., -1.49722269e-01
2.22155374e-01 -1.60565637e-01]
[ 4.33408131e-02 4.36346168e-02 9.30116265e-02 ..., -2.46419191e-01
-6.14524069e-04 1.08884768e-01]
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[ 4.80336061e-02 -1.54276263e-02 -7.97231083e-02 ..., 4.15368729e-02
5.11779716e-01 1.69267412e-01]]
Progress: 17.1% ... Training loss: 0.272 ... Validation loss: 0.451[[ 0.30544912]
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[[ 0.04237909 -0.15261542 0.10430069 ..., -0.14955999 0.22047823
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[ 0.04315231 0.04379748 0.09344681 ..., -0.24637161 -0.00117316
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[ 0.04777649 -0.01515205 -0.07917618 ..., 0.04161308 0.51171614
0.16973658]]
Progress: 17.1% ... Training loss: 0.256 ... Validation loss: 0.424[[ 0.30847784]
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[[ 0.0426207 -0.15284042 0.1038633 ..., -0.14962603 0.22108499
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[ 0.04794762 -0.01529569 -0.07954224 ..., 0.04156946 0.51228825
0.1692959 ]]
Progress: 17.1% ... Training loss: 0.256 ... Validation loss: 0.426[[ 0.31003091]
[-0.28732701]
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[[ 0.04319258 -0.15337702 0.1025323 ..., -0.14978764 0.22281508
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[ 0.04318461 0.04377141 0.09336562 ..., -0.24638152 -0.00102269
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[ 0.04744685 -0.01480652 -0.0783107 ..., 0.04171969 0.51129243
0.17071264]]
Progress: 17.1% ... Training loss: 0.257 ... Validation loss: 0.427[[ 0.30277066]
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[[ 0.04293668 -0.15317029 0.10330957 ..., -0.14973195 0.22215551
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[ 0.04325711 0.04370705 0.09319532 ..., -0.24639915 -0.00083265
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[ 0.04724192 -0.01461178 -0.07770206 ..., 0.04177979 0.51133104
0.17149782]]
Progress: 17.1% ... Training loss: 0.258 ... Validation loss: 0.424[[ 0.31616977]
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[[ 0.04359314 -0.15379994 0.10160893 ..., -0.14993035 0.22365165
-0.16199771]
[ 0.04320553 0.04375866 0.09328103 ..., -0.24638472 -0.00094046
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[ 0.04774769 -0.01511932 -0.07908644 ..., 0.04162108 0.51267966
0.17002938]]
Progress: 17.1% ... Training loss: 0.268 ... Validation loss: 0.440[[ 0.30317266]
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[[ 0.04257351 -0.15285151 0.10405611 ..., -0.14965998 0.22212306
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[ 0.04320553 0.04375866 0.09328103 ..., -0.24638472 -0.00094046
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[ 0.04677183 -0.01420646 -0.07672567 ..., 0.04188584 0.51124881
0.17257916]]
Progress: 17.1% ... Training loss: 0.259 ... Validation loss: 0.422[[ 0.30456015]
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[ 0.18718153]
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[[ 4.23455336e-02 -1.52630055e-01 1.04525867e-01 ..., -1.49579900e-01
2.21379075e-01 -1.58686169e-01]
[ 4.34864665e-02 4.34876311e-02 9.25739492e-02 ..., -2.46463967e-01
-8.83641043e-05 1.08535035e-01]
[ -1.08092426e-01 3.37354850e-02 2.33037597e-01 ..., 1.59911597e-01
-2.69071306e-01 6.53806758e-01]
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[ -1.84543517e-01 -2.01770809e-01 -1.46099484e-01 ..., 9.68875864e-02
-8.77732053e-02 -7.02503419e-02]
[ -2.79314998e-01 -2.32120423e-01 -6.90883449e-02 ..., -1.22606603e-01
-4.57148714e-02 -2.42652397e-01]
[ 4.70349210e-02 -1.44585198e-02 -7.73616185e-02 ..., 4.18088794e-02
5.11978823e-01 1.71821119e-01]]
Progress: 17.1% ... Training loss: 0.256 ... Validation loss: 0.421[[ 0.30421277]
[-0.29167609]
[-0.77682657]
[-0.75064239]
[-0.20192981]
[ 1.63495979]
[ 0.37265613]
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[[ 4.26445983e-02 -1.52854616e-01 1.04036093e-01 ..., -1.49658654e-01
2.22125684e-01 -1.59290699e-01]
[ 4.34628090e-02 4.35145501e-02 9.25975260e-02 ..., -2.46455843e-01
-1.13126393e-04 1.08552599e-01]
[ -1.08301580e-01 3.39798396e-02 2.33682270e-01 ..., 1.59967295e-01
-2.69309765e-01 6.54482307e-01]
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[ -1.84432267e-01 -2.01869106e-01 -1.46301464e-01 ..., 9.68608059e-02
-8.75211896e-02 -7.04936754e-02]
[ -2.79424186e-01 -2.32006740e-01 -6.89299538e-02 ..., -1.22578598e-01
-4.59731126e-02 -2.42467731e-01]
[ 4.70892509e-02 -1.45026818e-02 -7.74042370e-02 ..., 4.17983847e-02
5.12151062e-01 1.71717122e-01]]
Progress: 17.1% ... Training loss: 0.256 ... Validation loss: 0.422[[ 0.30514391]
[-0.28993394]
[-0.77559004]
[-0.75077149]
[-0.20259645]
[ 1.63810496]
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[[ 4.28343437e-02 -1.53000813e-01 1.03683518e-01 ..., -1.49702337e-01
2.23058236e-01 -1.60012006e-01]
[ 4.34978300e-02 4.34813175e-02 9.25085582e-02 ..., -2.46466362e-01
6.46455426e-06 1.08454264e-01]
[ -1.07307398e-01 3.30213012e-02 2.31272115e-01 ..., 1.59677861e-01
-2.66971962e-01 6.51975773e-01]
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[ -1.84565121e-01 -2.01739004e-01 -1.46008662e-01 ..., 9.68987029e-02
-8.78850822e-02 -7.02818031e-02]
[ -2.79167749e-01 -2.32252427e-01 -6.95499057e-02 ..., -1.22647064e-01
-4.54084125e-02 -2.43233324e-01]
[ 4.68976016e-02 -1.43064016e-02 -7.68675636e-02 ..., 4.18620875e-02
5.12159101e-01 1.72040856e-01]]
Progress: 17.1% ... Training loss: 0.256 ... Validation loss: 0.421[[ 0.30695527]
[-0.2893181 ]
[-0.77442473]
[-0.75012141]
[-0.20142442]
[ 1.64377366]
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[[ 4.32057706e-02 -1.53319401e-01 1.02814797e-01 ..., -1.49821754e-01
2.24153117e-01 -1.61052228e-01]
[ 4.34411535e-02 4.35368876e-02 9.26562190e-02 ..., -2.46450796e-01
-1.05956760e-04 1.08623860e-01]
[ -1.06666484e-01 3.24243027e-02 2.29762970e-01 ..., 1.59486066e-01
-2.65841079e-01 6.50440135e-01]
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[ -1.84571008e-01 -2.01724391e-01 -1.46021729e-01 ..., 9.68931517e-02
-8.79345273e-02 -7.04761629e-02]
[ -2.78872260e-01 -2.32517533e-01 -7.02632254e-02 ..., -1.22731526e-01
-4.46370516e-02 -2.43969979e-01]
[ 4.69087968e-02 -1.43036803e-02 -7.69292120e-02 ..., 4.18618139e-02
5.12605252e-01 1.71975306e-01]]
Progress: 17.2% ... Training loss: 0.258 ... Validation loss: 0.422[[ 0.29853383]
[-0.29674664]
[-0.78186618]
[-0.75873207]
[-0.20853135]
[ 1.63478669]
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[[ 4.23028457e-02 -1.52389705e-01 1.05178039e-01 ..., -1.49547983e-01
2.21891901e-01 -1.58773850e-01]
[ 4.35560548e-02 4.34274955e-02 9.24054577e-02 ..., -2.46482345e-01
2.11742166e-04 1.08403452e-01]
[ -1.07937875e-01 3.35678195e-02 2.32867553e-01 ..., 1.59807180e-01
-2.70179792e-01 6.54184457e-01]
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[ -1.84739481e-01 -2.01563435e-01 -1.45587464e-01 ..., 9.69344791e-02
-8.84276282e-02 -7.00188136e-02]
[ -2.78629771e-01 -2.32736006e-01 -7.08648047e-02 ..., -1.22796996e-01
-4.41227580e-02 -2.44563638e-01]
[ 4.64601504e-02 -1.38317624e-02 -7.58803255e-02 ..., 4.19913341e-02
5.12047920e-01 1.72917991e-01]]
Progress: 17.2% ... Training loss: 0.264 ... Validation loss: 0.426[[ 0.31477029]
[-0.28314054]
[-0.77121414]
[-0.74529661]
[-0.19587769]
[ 1.64239936]
[ 0.38324248]
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[[ 4.36209238e-02 -1.53702155e-01 1.01944390e-01 ..., -1.49941773e-01
2.25528344e-01 -1.61888246e-01]
[ 4.35491028e-02 4.34342025e-02 9.24230785e-02 ..., -2.46480031e-01
1.75706917e-04 1.08451009e-01]
[ -1.07808846e-01 3.34518676e-02 2.32260926e-01 ..., 1.59766706e-01
-2.69785005e-01 6.53724356e-01]
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[ -1.84424977e-01 -2.01868026e-01 -1.46332534e-01 ..., 9.68325953e-02
-8.76142348e-02 -7.06931925e-02]
[ -2.78508666e-01 -2.32844743e-01 -7.11684377e-02 ..., -1.22836876e-01
-4.38342289e-02 -2.44839506e-01]
[ 4.64607297e-02 -1.38083053e-02 -7.59441777e-02 ..., 4.19980582e-02
5.12206895e-01 1.72801270e-01]]
Progress: 17.2% ... Training loss: 0.268 ... Validation loss: 0.444[[ 0.30404226]
[-0.29284863]
[-0.77897751]
[-0.75593826]
[-0.20708793]
[ 1.63178984]
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[[ 4.30903557e-02 -1.53238124e-01 1.03231153e-01 ..., -1.49816253e-01
2.23773523e-01 -1.60406022e-01]
[ 4.37142911e-02 4.32889431e-02 9.20345692e-02 ..., -2.46522537e-01
6.19356702e-04 1.08025018e-01]
[ -1.08561314e-01 3.41128734e-02 2.34347216e-01 ..., 1.59961694e-01
-2.72029357e-01 6.56183809e-01]
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[ -1.84495704e-01 -2.01818220e-01 -1.46136268e-01 ..., 9.68486085e-02
-8.79449954e-02 -7.04459872e-02]
[ -2.78802767e-01 -2.32568831e-01 -7.05038298e-02 ..., -1.22761728e-01
-4.47172731e-02 -2.44132319e-01]
[ 4.61199178e-02 -1.34893065e-02 -7.52120002e-02 ..., 4.20875236e-02
5.11475709e-01 1.73551645e-01]]
Progress: 17.2% ... Training loss: 0.257 ... Validation loss: 0.425[[ 0.30974849]
[-0.28717115]
[-0.77556997]
[-0.75036573]
[-0.20125934]
[ 1.63384748]
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[[ 0.04338516 -0.15350074 0.10274202 ..., -0.14988666 0.22426762
-0.16105642]
[ 0.04373897 0.04326512 0.09197092 ..., -0.24652989 0.0006705
0.10795567]
[-0.1089611 0.03456994 0.2352402 ..., 0.16007753 -0.27271509
0.65660884]
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[-0.18427302 -0.20203456 -0.14663747 ..., 0.09678495 -0.08732137
-0.07096786]
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-0.24500991]
[ 0.04641391 -0.01376478 -0.07595096 ..., 0.04200542 0.51222969
0.17270205]]
Progress: 17.2% ... Training loss: 0.257 ... Validation loss: 0.431[[ 0.30184365]
[-0.29439412]
[-0.78166224]
[-0.75538334]
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[ 1.62815452]
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[[ 4.28345887e-02 -1.52972408e-01 1.04182341e-01 ..., -1.49725143e-01
2.23414784e-01 -1.59227144e-01]
[ 4.37168553e-02 4.32861916e-02 9.20799891e-02 ..., -2.46524313e-01
6.47063827e-04 1.08128666e-01]
[ -1.10012085e-01 3.55352774e-02 2.37931641e-01 ..., 1.60371151e-01
-2.75515719e-01 6.59694626e-01]
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[ -1.84403196e-01 -2.01916488e-01 -1.46311950e-01 ..., 9.68267706e-02
-8.78725097e-02 -7.06659999e-02]
[ -2.78201034e-01 -2.33165433e-01 -7.19255811e-02 ..., -1.22940984e-01
-4.33168276e-02 -2.45339594e-01]
[ 4.59689738e-02 -1.32911756e-02 -7.48323030e-02 ..., 4.21447086e-02
5.12056981e-01 1.73963781e-01]]
Progress: 17.2% ... Training loss: 0.259 ... Validation loss: 0.426[[ 0.31206409]
[-0.28487265]
[-0.77438665]
[-0.74524585]
[-0.19646753]
[ 1.63543943]
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[[ 4.31048777e-02 -1.53265534e-01 1.03458116e-01 ..., -1.49792687e-01
2.24177369e-01 -1.60024121e-01]
[ 4.36921865e-02 4.33084398e-02 9.21378190e-02 ..., -2.46516618e-01
5.69565420e-04 1.08175648e-01]
[ -1.09577476e-01 3.51031381e-02 2.36787714e-01 ..., 1.60238932e-01
-2.73981181e-01 6.58360601e-01]
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[ -1.84281607e-01 -2.02037551e-01 -1.46594159e-01 ..., 9.67984072e-02
-8.76468112e-02 -7.09634659e-02]
[ -2.78006439e-01 -2.33348820e-01 -7.24713093e-02 ..., -1.22993286e-01
-4.28367033e-02 -2.45917093e-01]
[ 4.59750182e-02 -1.32796672e-02 -7.48511519e-02 ..., 4.21509018e-02
5.12225176e-01 1.73892197e-01]]
Progress: 17.2% ... Training loss: 0.260 ... Validation loss: 0.437[[ 0.30317667]
[-0.29383064]
[-0.78102102]
[-0.75357758]
[-0.2050122 ]
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[[ 4.24497136e-02 -1.52631211e-01 1.05124651e-01 ..., -1.49620500e-01
2.22307167e-01 -1.58072423e-01]
[ 4.35769429e-02 4.34199583e-02 9.23559279e-02 ..., -2.46481622e-01
3.22469500e-04 1.08339568e-01]
[ -1.09636295e-01 3.51044060e-02 2.37157732e-01 ..., 1.60236177e-01
-2.74704174e-01 6.59096637e-01]
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[ -1.84593397e-01 -2.01741363e-01 -1.45877686e-01 ..., 9.68798262e-02
-8.85551357e-02 -7.01824263e-02]
[ -2.78112920e-01 -2.33254295e-01 -7.21883840e-02 ..., -1.22968102e-01
-4.31377522e-02 -2.45621940e-01]
[ 4.58145312e-02 -1.31021863e-02 -7.45525988e-02 ..., 4.21968299e-02
5.12188720e-01 1.74326769e-01]]
Progress: 17.2% ... Training loss: 0.258 ... Validation loss: 0.425[[ 0.30558512]
[-0.29150624]
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[-0.20330948]
[ 1.63037427]
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[[ 4.26421697e-02 -1.52783500e-01 1.04798344e-01 ..., -1.49673916e-01
2.22848677e-01 -1.58180951e-01]
[ 4.36373466e-02 4.33609331e-02 9.22166882e-02 ..., -2.46500244e-01
5.08255619e-04 1.08173509e-01]
[ -1.09884567e-01 3.53842083e-02 2.37862270e-01 ..., 1.60311123e-01
-2.74885236e-01 6.59834749e-01]
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[ -1.84553375e-01 -2.01789139e-01 -1.45910280e-01 ..., 9.68682728e-02
-8.85106643e-02 -7.01818933e-02]
[ -2.78152094e-01 -2.33215909e-01 -7.20956493e-02 ..., -1.22956749e-01
-4.32401429e-02 -2.45512154e-01]
[ 4.58984414e-02 -1.31623303e-02 -7.46930454e-02 ..., 4.21803208e-02
5.12611495e-01 1.74280547e-01]]
Progress: 17.2% ... Training loss: 0.256 ... Validation loss: 0.428[[ 0.30578468]
[-0.29148894]
[-0.78105423]
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[-0.20460092]
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[[ 0.04233766 -0.15249144 0.10556351 ..., -0.14958184 0.22190656
-0.15718493]
[ 0.04375447 0.04325117 0.09194892 ..., -0.24653305 0.00086244
0.10784781]
[-0.11082502 0.03625364 0.24005967 ..., 0.16057836 -0.27758271
0.66220791]
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[-0.1846325 -0.20171532 -0.14572935 ..., 0.09688679 -0.08866946
-0.07002148]
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-0.24488969]
[ 0.04623117 -0.01345003 -0.07556383 ..., 0.04209114 0.51345855
0.17344385]]
Progress: 17.2% ... Training loss: 0.257 ... Validation loss: 0.430[[ 0.30387694]
[-0.2933136 ]
[-0.78203512]
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[[ 0.04234541 -0.15245414 0.1057683 ..., -0.14958196 0.22199856
-0.15720374]
[ 0.04388613 0.04312989 0.09162824 ..., -0.2465725 0.00124076
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[ 0.04601214 -0.01322509 -0.07502985 ..., 0.04215826 0.51318405
0.17395303]]
Progress: 17.2% ... Training loss: 0.258 ... Validation loss: 0.428[[ 0.30354487]
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[-0.78341876]
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[-0.20377095]
[ 1.62532262]
[ 0.37546106]
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[[ 0.0427321 -0.15283029 0.10507529 ..., -0.14969818 0.22287464
-0.15737377]
[ 0.04388282 0.04313272 0.09163702 ..., -0.24657182 0.00123211
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-0.24528689]
[ 0.04603893 -0.01322026 -0.07518824 ..., 0.0421545 0.51363244
0.1738183 ]]
Progress: 17.2% ... Training loss: 0.258 ... Validation loss: 0.429[[ 0.30536599]
[-0.29110859]
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[-0.75033926]
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[ 1.62987642]
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[[ 4.26832797e-02 -1.52756025e-01 1.05331038e-01 ..., -1.49679458e-01
2.23100242e-01 -1.56980530e-01]
[ 4.35721413e-02 4.34420992e-02 9.23469734e-02 ..., -2.46482007e-01
5.41367227e-04 1.08250161e-01]
[ -1.10178127e-01 3.54973425e-02 2.39000223e-01 ..., 1.60320881e-01
-2.76536018e-01 6.60465995e-01]
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[ -2.77837172e-01 -2.33520015e-01 -7.27773628e-02 ..., -1.23046244e-01
-4.25416338e-02 -2.46090321e-01]
[ 4.61237224e-02 -1.32763155e-02 -7.55249205e-02 ..., 4.21435210e-02
5.14287690e-01 1.73527178e-01]]
Progress: 17.2% ... Training loss: 0.255 ... Validation loss: 0.429[[ 0.29904621]
[-0.29594778]
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[-0.20490553]
[ 1.62639427]
[ 0.37409886]
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[[ 4.22685310e-02 -1.52340385e-01 1.06586463e-01 ..., -1.49559286e-01
2.22496876e-01 -1.55806348e-01]
[ 4.35973223e-02 4.34199780e-02 9.22917067e-02 ..., -2.46490835e-01
6.54136450e-04 1.08138056e-01]
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-2.77257914e-01 6.61242617e-01]
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[ -2.78059634e-01 -2.33319794e-01 -7.22157586e-02 ..., -1.22982858e-01
-4.31984335e-02 -2.45495986e-01]
[ 4.62900075e-02 -1.34205941e-02 -7.58866285e-02 ..., 4.20979505e-02
5.14908114e-01 1.73087250e-01]]
Progress: 17.2% ... Training loss: 0.261 ... Validation loss: 0.426[[ 0.30830568]
[-0.28747464]
[-0.77774288]
[-0.74548639]
[-0.19870186]
[ 1.63008825]
[ 0.38048487]
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[[ 0.04291264 -0.15296376 0.10498353 ..., -0.14975704 0.22463028
-0.15782363]
[ 0.04360536 0.04341114 0.09230265 ..., -0.24649445 0.00074311
0.10819919]
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0.66097385]
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-0.07105695]
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-0.24573179]
[ 0.04631191 -0.01343475 -0.07594928 ..., 0.04209603 0.51530824
0.1729081 ]]
Progress: 17.2% ... Training loss: 0.257 ... Validation loss: 0.438[[ 0.29332616]
[-0.29881864]
[-0.78881551]
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[-0.21191647]
[ 1.62112181]
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[[ 0.04231361 -0.15235491 0.10638206 ..., -0.14957525 0.22277778
-0.1563157 ]
[ 0.04369278 0.0433315 0.09207903 ..., -0.24651956 0.00106069
0.10794748]
[-0.11058788 0.03565702 0.24037431 ..., 0.16033174 -0.27825091
0.66281824]
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[-0.18463573 -0.20175181 -0.14557123 ..., 0.09687468 -0.0890676
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-0.24525417]
[ 0.04601468 -0.01314125 -0.07517987 ..., 0.04216911 0.51470044
0.17369686]]
Progress: 17.3% ... Training loss: 0.275 ... Validation loss: 0.434[[ 0.32021356]
[-0.27501094]
[-0.76840992]
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[ 1.63624638]
[ 0.39109222]
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[[ 0.04441463 -0.15451528 0.10106015 ..., -0.15026436 0.22823799
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[ 0.04373575 0.04329336 0.0919352 ..., -0.24652983 0.00123452
0.10771154]
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[-0.18393614 -0.20245368 -0.1473565 ..., 0.09664534 -0.08712529
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-0.24646394]
[ 0.04620287 -0.01333801 -0.07568175 ..., 0.04210623 0.5151565
0.17306732]]
Progress: 17.3% ... Training loss: 0.304 ... Validation loss: 0.509[[ 0.2877743 ]
[-0.30223543]
[-0.79264151]
[-0.76312726]
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[ 1.61600094]
[ 0.36339013]
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[[ 0.04187653 -0.15229251 0.10708247 ..., -0.14967288 0.2217484
-0.15545172]
[ 0.04353777 0.04346472 0.09229154 ..., -0.24648385 0.00079278
0.10809483]
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-0.24501602]
[ 0.04523068 -0.0124523 -0.07334758 ..., 0.04234282 0.51331693
0.17532823]]
Progress: 17.3% ... Training loss: 0.293 ... Validation loss: 0.446[[ 0.31271472]
[-0.28023805]
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[ 1.63376273]
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[[ 0.04334666 -0.15386823 0.103121 ..., -0.15017723 0.22573678
-0.15963131]
[ 0.04350425 0.0434989 0.09238385 ..., -0.24647248 0.00068687
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[ 0.04606728 -0.01334177 -0.0755949 ..., 0.04205031 0.51560286
0.17300745]]
Progress: 17.3% ... Training loss: 0.274 ... Validation loss: 0.460[[ 0.30077888]
[-0.28963198]
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[ 1.62475532]
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[[ 4.22784951e-02 -1.52894432e-01 1.05966256e-01 ..., -1.49910951e-01
2.22698221e-01 -1.55980145e-01]
[ 4.33928659e-02 4.36037306e-02 9.25655794e-02 ..., -2.46443138e-01
5.14951496e-04 1.08301166e-01]
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-2.78611278e-01 6.62987447e-01]
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[ -1.83428141e-01 -2.03019799e-01 -1.48744200e-01 ..., 9.64582879e-02
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[ -2.77978145e-01 -2.33562744e-01 -7.26671958e-02 ..., -1.23108421e-01
-4.31182176e-02 -2.45757355e-01]
[ 4.54474534e-02 -1.27845088e-02 -7.41085868e-02 ..., 4.22120640e-02
5.14153564e-01 1.74709087e-01]]
Progress: 17.3% ... Training loss: 0.256 ... Validation loss: 0.429[[ 0.30289184]
[-0.28673627]
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[ 1.62536964]
[ 0.37637945]
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[[ 0.04216211 -0.15279272 0.10632629 ..., -0.14986903 0.22218912
-0.15567422]
[ 0.04349868 0.04350224 0.09229749 ..., -0.24647389 0.00083357
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[ 0.04554408 -0.01288719 -0.07432794 ..., 0.04218169 0.51442904
0.17438558]]
Progress: 17.3% ... Training loss: 0.256 ... Validation loss: 0.432[[ 0.30719233]
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[ 1.62757168]
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[[ 4.24067685e-02 -1.53031706e-01 1.05738872e-01 ..., -1.49957867e-01
2.22582235e-01 -1.56230502e-01]
[ 4.34215538e-02 4.35754882e-02 9.25022053e-02 ..., -2.46451590e-01
5.90799753e-04 1.08276370e-01]
[ -1.11268562e-01 3.61781091e-02 2.42707926e-01 ..., 1.60405751e-01
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[ -1.83640682e-01 -2.02820661e-01 -1.48165942e-01 ..., 9.65181049e-02
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[ -2.78019667e-01 -2.33526031e-01 -7.25512207e-02 ..., -1.23098765e-01
-4.34828656e-02 -2.45559945e-01]
[ 4.56613044e-02 -1.29822993e-02 -7.46679942e-02 ..., 4.21483261e-02
5.14778992e-01 1.73952132e-01]]
Progress: 17.3% ... Training loss: 0.259 ... Validation loss: 0.441[[ 0.30544441]
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[[ 0.04256828 -0.15317822 0.10529163 ..., -0.14999447 0.22341605
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[ 0.0435092 0.04349553 0.09227892 ..., -0.24647436 0.00085202
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[-0.18368965 -0.20277865 -0.14802632 ..., 0.0965269 -0.08689161
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-0.24533991]
[ 0.04561064 -0.01291845 -0.07456244 ..., 0.04216496 0.51512837
0.17401462]]
Progress: 17.3% ... Training loss: 0.258 ... Validation loss: 0.436[[ 0.29560176]
[-0.29395909]
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[[ 4.17541107e-02 -1.52375724e-01 1.07221933e-01 ..., -1.49770158e-01
2.21382467e-01 -1.54640705e-01]
[ 4.33994620e-02 4.35995685e-02 9.24579612e-02 ..., -2.46442463e-01
5.74895388e-04 1.08209266e-01]
[ -1.11264238e-01 3.59862671e-02 2.43019286e-01 ..., 1.60350401e-01
-2.80572455e-01 6.65221697e-01]
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[ -1.84237681e-01 -2.02273685e-01 -1.46699966e-01 ..., 9.66791751e-02
-8.85633680e-02 -7.08530803e-02]
[ -2.78523889e-01 -2.33067907e-01 -7.13653470e-02 ..., -1.22962292e-01
-4.49373549e-02 -2.44242932e-01]
[ 4.56219741e-02 -1.29162514e-02 -7.45914080e-02 ..., 4.21607286e-02
5.15364225e-01 1.73909447e-01]]
Progress: 17.3% ... Training loss: 0.262 ... Validation loss: 0.429[[ 0.30955158]
[-0.28165872]
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[[ 4.24739414e-02 -1.53095939e-01 1.05457303e-01 ..., -1.49991611e-01
2.23482930e-01 -1.56569335e-01]
[ 4.34030822e-02 4.35981597e-02 9.24569735e-02 ..., -2.46445238e-01
6.30364968e-04 1.08211476e-01]
[ -1.10451847e-01 3.51640110e-02 2.40792635e-01 ..., 1.60084207e-01
-2.77970144e-01 6.62689379e-01]
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[ -1.83781321e-01 -2.02713763e-01 -1.47834571e-01 ..., 9.65322956e-02
-8.72325939e-02 -7.20230255e-02]
[ -2.78410065e-01 -2.33179025e-01 -7.16103877e-02 ..., -1.22997347e-01
-4.45663181e-02 -2.44398357e-01]
[ 4.61925635e-02 -1.35037215e-02 -7.61229654e-02 ..., 4.19754156e-02
5.17079767e-01 1.72460624e-01]]
Progress: 17.3% ... Training loss: 0.266 ... Validation loss: 0.447[[ 0.29488217]
[-0.29455277]
[-0.78802003]
[-0.75607338]
[-0.20693514]
[ 1.62538544]
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[[ 0.04156693 -0.15229299 0.10776289 ..., -0.14975915 0.22128612
-0.15399204]
[ 0.04349455 0.04351509 0.09223939 ..., -0.24646852 0.00088228
0.1079739 ]
[-0.11122379 0.035869 0.24294473 ..., 0.1602907 -0.28015711
0.66488499]
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[-0.18445349 -0.20210444 -0.14621541 ..., 0.09670958 -0.08917975
-0.070339 ]
[-0.27880351 -0.23282828 -0.0707359 ..., -0.12289759 -0.04573113
-0.24353034]
[ 0.04597328 -0.01328299 -0.07569404 ..., 0.04203298 0.51693361
0.17295607]]
Progress: 17.3% ... Training loss: 0.265 ... Validation loss: 0.429[[ 0.30427307]
[-0.28669595]
[-0.78090618]
[-0.74635954]
[-0.19859712]
[ 1.63306045]
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[[ 0.04232964 -0.15303929 0.10588383 ..., -0.14999953 0.22326974
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[ 0.04348323 0.04353848 0.09228955 ..., -0.24646831 0.00088266
0.10810036]
[-0.11088899 0.03553054 0.24208841 ..., 0.16017181 -0.27905453
0.66398071]
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[-0.1843348 -0.20221711 -0.14649508 ..., 0.09666855 -0.08898311
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[-0.27862512 -0.23301522 -0.07116793 ..., -0.12295332 -0.04541904
-0.24382254]
[ 0.04605867 -0.01334991 -0.0759099 ..., 0.0420219 0.5176101
0.17275779]]
Progress: 17.3% ... Training loss: 0.256 ... Validation loss: 0.431[[ 0.29594084]
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[-0.78933721]
[-0.75335159]
[-0.20660982]
[ 1.62480258]
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[[ 4.17769430e-02 -1.52549297e-01 1.07240290e-01 ..., -1.49865294e-01
2.21926833e-01 -1.54027275e-01]
[ 4.31804474e-02 4.38173784e-02 9.30373144e-02 ..., -2.46393165e-01
1.89081495e-04 1.08948999e-01]
[ -1.11943817e-01 3.65120146e-02 2.44735334e-01 ..., 1.60455211e-01
-2.81528969e-01 6.66892707e-01]
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[ -1.84442817e-01 -2.02115922e-01 -1.46234918e-01 ..., 9.66996781e-02
-8.92618557e-02 -7.03073302e-02]
[ -2.78866347e-01 -2.32791984e-01 -7.06046096e-02 ..., -1.22891480e-01
-4.60506840e-02 -2.43221584e-01]
[ 4.59223394e-02 -1.32227250e-02 -7.55220703e-02 ..., 4.20620554e-02
5.17489070e-01 1.73083054e-01]]
Progress: 17.3% ... Training loss: 0.265 ... Validation loss: 0.429[[ 0.30641308]
[-0.28575875]
[-0.77907147]
[-0.74286048]
[-0.1965747 ]
[ 1.63232963]
[ 0.37893331]
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[[ 0.04235896 -0.15314893 0.10586079 ..., -0.15004309 0.22347714
-0.155224 ]
[ 0.04344095 0.04356133 0.09234029 ..., -0.24647458 0.00092399
0.10828242]
[-0.11101861 0.0355316 0.24247517 ..., 0.16015848 -0.27931222
0.6645529 ]
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[-0.18449066 -0.20206718 -0.14611569 ..., 0.09671168 -0.08943715
-0.07007701]
[-0.27876486 -0.23289596 -0.07086326 ..., -0.12292485 -0.04572992
-0.24340666]
[ 0.04614477 -0.01343349 -0.07616174 ..., 0.04199286 0.51820484
0.17230421]]
Progress: 17.3% ... Training loss: 0.258 ... Validation loss: 0.434[[ 0.29240547]
[-0.29687962]
[-0.78935066]
[-0.75612207]
[-0.20885263]
[ 1.62469627]
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[[ 0.0412922 -0.15213696 0.10865156 ..., -0.1497415 0.2206692
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[ 0.04342322 0.04357832 0.09237764 ..., -0.24646952 0.00088383
0.10833745]
[-0.11050878 0.03497794 0.2415886 ..., 0.15999538 -0.27901182
0.66422082]
...,
[-0.18502274 -0.20157878 -0.14483373 ..., 0.09685606 -0.09100031
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[-0.2790831 -0.23260595 -0.07007782 ..., -0.12283795 -0.04667795
-0.24260858]
[ 0.04565288 -0.01292739 -0.07514673 ..., 0.04214278 0.51739674
0.17327015]]
Progress: 17.3% ... Training loss: 0.269 ... Validation loss: 0.433[[ 0.30685383]
[-0.28392691]
[-0.78096736]
[-0.74156483]
[-0.19661111]
[ 1.62844151]
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[[ 4.19004702e-02 -1.52813649e-01 1.07334326e-01 ..., -1.49954611e-01
2.21703390e-01 -1.53621233e-01]
[ 4.31784965e-02 4.38343675e-02 9.29569513e-02 ..., -2.46390079e-01
3.35503532e-04 1.08989752e-01]
[ -1.11917298e-01 3.64565971e-02 2.45017020e-01 ..., 1.60465768e-01
-2.82607383e-01 6.67031551e-01]
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[ -1.84957032e-01 -2.01650966e-01 -1.45002983e-01 ..., 9.68337371e-02
-9.08220999e-02 -6.88712268e-02]
[ -2.78950566e-01 -2.32755996e-01 -7.03467156e-02 ..., -1.22880285e-01
-4.64438622e-02 -2.42632379e-01]
[ 4.65671007e-02 -1.38575285e-02 -7.75426325e-02 ..., 4.18393399e-02
5.19622532e-01 1.70874551e-01]]
Progress: 17.4% ... Training loss: 0.258 ... Validation loss: 0.437[[ 0.3001514 ]
[-0.28923831]
[-0.78532423]
[-0.74806505]
[-0.20232435]
[ 1.62733087]
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[[ 4.15022239e-02 -1.52459204e-01 1.08347860e-01 ..., -1.49844036e-01
2.20917059e-01 -1.52402034e-01]
[ 4.32189934e-02 4.37972643e-02 9.28801839e-02 ..., -2.46400340e-01
4.14105071e-04 1.08976282e-01]
[ -1.11475472e-01 3.59723401e-02 2.44316116e-01 ..., 1.60323594e-01
-2.81894418e-01 6.66610651e-01]
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[ -1.84889203e-01 -2.01707613e-01 -1.45228710e-01 ..., 9.68220758e-02
-9.04954643e-02 -6.91022287e-02]
[ -2.79070870e-01 -2.32651141e-01 -7.00448060e-02 ..., -1.22842073e-01
-4.68887904e-02 -2.42311571e-01]
[ 4.66430000e-02 -1.39173142e-02 -7.77820712e-02 ..., 4.18197847e-02
5.20183428e-01 1.70528115e-01]]
Progress: 17.4% ... Training loss: 0.257 ... Validation loss: 0.427[[ 0.29788748]
[-0.29284421]
[-0.78810525]
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[-0.20484925]
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[[ 4.15234096e-02 -1.52469295e-01 1.08333936e-01 ..., -1.49846042e-01
2.21135112e-01 -1.52546670e-01]
[ 4.30622275e-02 4.39492852e-02 9.32427550e-02 ..., -2.46355231e-01
4.22060758e-05 1.09414637e-01]
[ -1.11803039e-01 3.62992685e-02 2.45194682e-01 ..., 1.60441584e-01
-2.82907263e-01 6.67661505e-01]
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[ -1.85079863e-01 -2.01528254e-01 -1.44799424e-01 ..., 9.68773926e-02
-9.10705789e-02 -6.85766551e-02]
[ -2.78980957e-01 -2.32739256e-01 -7.02865395e-02 ..., -1.22867116e-01
-4.66927668e-02 -2.42580307e-01]
[ 4.64849917e-02 -1.37470848e-02 -7.73874048e-02 ..., 4.18709242e-02
5.20185451e-01 1.70849220e-01]]
Progress: 17.4% ... Training loss: 0.261 ... Validation loss: 0.428[[ 0.30539693]
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[[ 4.24362529e-02 -1.53358564e-01 1.06040584e-01 ..., -1.50143754e-01
2.23772650e-01 -1.54845254e-01]
[ 4.29326771e-02 4.40800852e-02 9.36197687e-02 ..., -2.46322620e-01
-3.03119920e-04 1.09824166e-01]
[ -1.12043261e-01 3.65155416e-02 2.45520400e-01 ..., 1.60507145e-01
-2.83545109e-01 6.67470152e-01]
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[ -1.85073036e-01 -2.01537651e-01 -1.44788778e-01 ..., 9.68761085e-02
-9.11295973e-02 -6.87021332e-02]
[ -2.78666798e-01 -2.33058878e-01 -7.10014501e-02 ..., -1.22966779e-01
-4.59453123e-02 -2.43303508e-01]
[ 4.72123769e-02 -1.44707887e-02 -7.93612856e-02 ..., 4.16541412e-02
5.22420283e-01 1.68942982e-01]]
Progress: 17.4% ... Training loss: 0.257 ... Validation loss: 0.432[[ 0.29617672]
[-0.29504581]
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[[ 4.19016409e-02 -1.52883202e-01 1.07405241e-01 ..., -1.50011636e-01
2.22200274e-01 -1.53588717e-01]
[ 4.29457888e-02 4.40752092e-02 9.36081357e-02 ..., -2.46332369e-01
-2.07505360e-04 1.09793162e-01]
[ -1.12774385e-01 3.71866487e-02 2.47535087e-01 ..., 1.60696484e-01
-2.85775127e-01 6.69772658e-01]
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[ -1.85702054e-01 -2.00968997e-01 -1.43176712e-01 ..., 9.70437156e-02
-9.29814879e-02 -6.70190493e-02]
[ -2.78549044e-01 -2.33168918e-01 -7.13032947e-02 ..., -1.23002732e-01
-4.56886809e-02 -2.43644059e-01]
[ 4.69697604e-02 -1.42267361e-02 -7.87235542e-02 ..., 4.17268781e-02
5.22080949e-01 1.69501838e-01]]
Progress: 17.4% ... Training loss: 0.266 ... Validation loss: 0.432[[ 0.3042666 ]
[-0.28586587]
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[[ 4.22581996e-02 -1.53248090e-01 1.06389174e-01 ..., -1.50124941e-01
2.23390258e-01 -1.54941198e-01]
[ 4.29030828e-02 4.41202681e-02 9.36453995e-02 ..., -2.46315240e-01
-2.19511581e-04 1.09670217e-01]
[ -1.11119702e-01 3.54867196e-02 2.43166798e-01 ..., 1.60145034e-01
-2.81361667e-01 6.65688170e-01]
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[ -1.85688930e-01 -2.00972114e-01 -1.43262669e-01 ..., 9.70397045e-02
-9.27849235e-02 -6.71661585e-02]
[ -2.78303879e-01 -2.33418482e-01 -7.19095981e-02 ..., -1.23081360e-01
-4.49035093e-02 -2.44315772e-01]
[ 4.67468725e-02 -1.39740775e-02 -7.81669117e-02 ..., 4.18086599e-02
5.21911610e-01 1.69827994e-01]]
Progress: 17.4% ... Training loss: 0.256 ... Validation loss: 0.430[[ 0.29990778]
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[[ 4.20816183e-02 -1.53094258e-01 1.06839901e-01 ..., -1.50066733e-01
2.21882361e-01 -1.54251378e-01]
[ 4.30482321e-02 4.39819947e-02 9.33081307e-02 ..., -2.46354387e-01
2.25736959e-04 1.09366987e-01]
[ -1.12259810e-01 3.65621314e-02 2.46142820e-01 ..., 1.60455211e-01
-2.84860351e-01 6.68859173e-01]
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[ -1.85822340e-01 -2.00848831e-01 -1.43035768e-01 ..., 9.70759255e-02
-9.33653900e-02 -6.70091309e-02]
[ -2.78123595e-01 -2.33589288e-01 -7.23563605e-02 ..., -1.23126778e-01
-4.45905312e-02 -2.44896771e-01]
[ 4.67437187e-02 -1.39691203e-02 -7.81488796e-02 ..., 4.18104616e-02
5.21938987e-01 1.69762098e-01]]
Progress: 17.4% ... Training loss: 0.257 ... Validation loss: 0.430[[ 0.30591963]
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[[ 4.22858022e-02 -1.53303981e-01 1.06295971e-01 ..., -1.50119100e-01
2.22433459e-01 -1.54519421e-01]
[ 4.31174963e-02 4.39147575e-02 9.31144501e-02 ..., -2.46370962e-01
4.56406085e-04 1.09263932e-01]
[ -1.12616961e-01 3.69454167e-02 2.47045879e-01 ..., 1.60592607e-01
-2.85548999e-01 6.69371220e-01]
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[ -1.85884967e-01 -2.00788036e-01 -1.42904881e-01 ..., 9.70906023e-02
-9.34850379e-02 -6.69648091e-02]
[ -2.77799535e-01 -2.33903505e-01 -7.31932985e-02 ..., -1.23223015e-01
-4.37109090e-02 -2.45830302e-01]
[ 4.63934594e-02 -1.36251348e-02 -7.71817966e-02 ..., 4.19208012e-02
5.21310781e-01 1.70709696e-01]]
Progress: 17.4% ... Training loss: 0.256 ... Validation loss: 0.436[[ 0.3024743 ]
[-0.28947517]
[-0.78300223]
[-0.74846472]
[-0.1990142 ]
[ 1.62486981]
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[-0.87766484]]
[[ 4.21128226e-02 -1.53121841e-01 1.06796056e-01 ..., -1.50064090e-01
2.22154206e-01 -1.54101202e-01]
[ 4.31312698e-02 4.39009327e-02 9.30593629e-02 ..., -2.46374115e-01
4.96415533e-04 1.09149722e-01]
[ -1.12102546e-01 3.64811905e-02 2.45960571e-01 ..., 1.60438330e-01
-2.83865864e-01 6.68459771e-01]
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[ -1.85897182e-01 -2.00777780e-01 -1.42886259e-01 ..., 9.70932330e-02
-9.34956209e-02 -6.69812503e-02]
[ -2.78270016e-01 -2.33473447e-01 -7.21043972e-02 ..., -1.23086242e-01
-4.51152236e-02 -2.44930470e-01]
[ 4.60565588e-02 -1.32952564e-02 -7.63916491e-02 ..., 4.20204388e-02
5.20703273e-01 1.71529100e-01]]
Progress: 17.4% ... Training loss: 0.256 ... Validation loss: 0.430[[ 0.30880439]
[-0.28300257]
[-0.77540966]
[-0.74171553]
[-0.19269717]
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[[ 4.24851531e-02 -1.53461158e-01 1.05869198e-01 ..., -1.50181633e-01
2.23584313e-01 -1.55102725e-01]
[ 4.30688678e-02 4.39673319e-02 9.31789018e-02 ..., -2.46355349e-01
4.12221713e-04 1.09216336e-01]
[ -1.11048615e-01 3.54710694e-02 2.43504287e-01 ..., 1.60108258e-01
-2.80936192e-01 6.66096437e-01]
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[ -1.85765443e-01 -2.00900088e-01 -1.43153595e-01 ..., 9.70585886e-02
-9.31674865e-02 -6.71490656e-02]
[ -2.77920542e-01 -2.33806685e-01 -7.30696271e-02 ..., -1.23199486e-01
-4.39976980e-02 -2.45973260e-01]
[ 4.64351947e-02 -1.36619313e-02 -7.73275693e-02 ..., 4.19009829e-02
5.21990350e-01 1.70591690e-01]]
Progress: 17.4% ... Training loss: 0.258 ... Validation loss: 0.436[[ 0.28906688]
[-0.30014925]
[-0.78939321]
[-0.75973836]
[-0.20716654]
[ 1.62174483]
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[[ 4.07930893e-02 -1.51895915e-01 1.10092415e-01 ..., -1.49715840e-01
2.19107490e-01 -1.50698281e-01]
[ 4.30617599e-02 4.39741069e-02 9.31935604e-02 ..., -2.46352867e-01
3.85778810e-04 1.09214332e-01]
[ -1.11097064e-01 3.54323148e-02 2.44003499e-01 ..., 1.60099577e-01
-2.82086322e-01 6.66943235e-01]
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[ -1.85633303e-01 -2.01024803e-01 -1.43477021e-01 ..., 9.70218268e-02
-9.28741734e-02 -6.75032904e-02]
[ -2.78000081e-01 -2.33737965e-01 -7.28974345e-02 ..., -1.23180515e-01
-4.41841984e-02 -2.45829736e-01]
[ 4.60163927e-02 -1.32423499e-02 -7.63884703e-02 ..., 4.20299913e-02
5.21468690e-01 1.71440447e-01]]
Progress: 17.4% ... Training loss: 0.291 ... Validation loss: 0.455[[ 0.30739171]
[-0.28418384]
[-0.77403136]
[-0.74274673]
[-0.19155549]
[ 1.63438632]
[ 0.37711771]
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[[ 0.0419375 -0.15308754 0.10711674 ..., -0.15012321 0.2223077
-0.15384476]
[ 0.04316647 0.04386662 0.09291654 ..., -0.24638595 0.00075128
0.10900622]
[-0.11025368 0.03455978 0.24160994 ..., 0.15980104 -0.2794137
0.66420134]
...,
[-0.18570868 -0.20095909 -0.14322412 ..., 0.09704651 -0.09319163
-0.06717555]
[-0.27763003 -0.23411095 -0.07381228 ..., -0.12330863 -0.04322805
-0.24661628]
[ 0.04606119 -0.01326234 -0.07670668 ..., 0.04202773 0.52208847
0.17096227]]
Progress: 17.4% ... Training loss: 0.257 ... Validation loss: 0.431[[ 0.3080339 ]
[-0.28316687]
[-0.77389666]
[-0.74307914]
[-0.19054229]
[ 1.63430678]
[ 0.37798681]
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[[ 0.04229505 -0.15342211 0.10638175 ..., -0.15022765 0.22306347
-0.15465369]
[ 0.04316641 0.04387491 0.09287277 ..., -0.2463868 0.00084344
0.10888748]
[-0.11029181 0.03459692 0.24164202 ..., 0.15980752 -0.27974581
0.6640612 ]
...,
[-0.18564086 -0.20102981 -0.14339105 ..., 0.09702847 -0.09322065
-0.06738047]
[-0.27740083 -0.23431258 -0.07435668 ..., -0.12337387 -0.04254809
-0.24708674]
[ 0.04618402 -0.01336231 -0.07700699 ..., 0.04199579 0.52244012
0.17051257]]
Progress: 17.4% ... Training loss: 0.259 ... Validation loss: 0.434[[ 0.3055922 ]
[-0.28625356]
[-0.77641877]
[-0.74638837]
[-0.19430292]
[ 1.6339305 ]
[ 0.375577 ]
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[[ 4.19560031e-02 -1.53110923e-01 1.07209134e-01 ..., -1.50132633e-01
2.22117110e-01 -1.53774321e-01]
[ 4.30682868e-02 4.39619552e-02 9.31233174e-02 ..., -2.46358612e-01
5.34574617e-04 1.09184098e-01]
[ -1.10022359e-01 3.43178747e-02 2.41242146e-01 ..., 1.59732450e-01
-2.79395488e-01 6.64158593e-01]
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[ -1.85444521e-01 -2.01202161e-01 -1.43801377e-01 ..., 9.69699632e-02
-9.27936626e-02 -6.79054166e-02]
[ -2.77450211e-01 -2.34275777e-01 -7.42785896e-02 ..., -1.23360225e-01
-4.26472389e-02 -2.46899970e-01]
[ 4.61973870e-02 -1.33668002e-02 -7.70355854e-02 ..., 4.19948649e-02
5.22560551e-01 1.70542019e-01]]
Progress: 17.4% ... Training loss: 0.255 ... Validation loss: 0.428[[ 0.31014041]
[-0.28257231]
[-0.77158381]
[-0.74437477]
[-0.19205929]
[ 1.63822894]
[ 0.37967788]
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[[ 4.29028080e-02 -1.53996142e-01 1.04949702e-01 ..., -1.50431497e-01
2.24451384e-01 -1.56199986e-01]
[ 4.31034178e-02 4.39293846e-02 9.30512465e-02 ..., -2.46370574e-01
6.32501568e-04 1.09130962e-01]
[ -1.09320261e-01 3.36459314e-02 2.39405650e-01 ..., 1.59513116e-01
-2.78060279e-01 6.62026242e-01]
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[ -1.84963481e-01 -2.01641915e-01 -1.45103047e-01 ..., 9.68232809e-02
-9.16715387e-02 -6.94027107e-02]
[ -2.77460905e-01 -2.34269179e-01 -7.42013339e-02 ..., -1.23361885e-01
-4.28034272e-02 -2.46759925e-01]
[ 4.61077273e-02 -1.32573026e-02 -7.67796607e-02 ..., 4.20294279e-02
5.22502724e-01 1.70670545e-01]]
Progress: 17.4% ... Training loss: 0.264 ... Validation loss: 0.436[[ 0.30653357]
[-0.28752157]
[-0.77604766]
[-0.74945525]
[-0.19593394]
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[[ 4.22809570e-02 -1.53480657e-01 1.06454883e-01 ..., -1.50276254e-01
2.22640995e-01 -1.54780950e-01]
[ 4.30356823e-02 4.39963871e-02 9.32302707e-02 ..., -2.46353917e-01
4.38965437e-04 1.09321880e-01]
[ -1.10337505e-01 3.45689331e-02 2.41927147e-01 ..., 1.59786363e-01
-2.81209985e-01 6.64653323e-01]
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[ -1.85267188e-01 -2.01365852e-01 -1.44439944e-01 ..., 9.69041526e-02
-9.26409894e-02 -6.85732900e-02]
[ -2.77613548e-01 -2.34133444e-01 -7.38738000e-02 ..., -1.23321519e-01
-4.32553686e-02 -2.46424779e-01]
[ 4.56822236e-02 -1.28601414e-02 -7.57556580e-02 ..., 4.21510545e-02
5.21787418e-01 1.71865359e-01]]
Progress: 17.5% ... Training loss: 0.256 ... Validation loss: 0.430[[ 0.30363284]
[-0.28911895]
[-0.77804019]
[-0.75380985]
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[ 1.63230252]
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[[ 0.0416722 -0.15293867 0.10797915 ..., -0.15008673 0.22068776
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[ 0.04314348 0.04390111 0.09292816 ..., -0.24638312 0.00095976
0.10883632]
[-0.10997372 0.03415151 0.24120094 ..., 0.15967158 -0.2802959
0.66418331]
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[-0.18510934 -0.20153646 -0.14482864 ..., 0.09685711 -0.09263659
-0.06881392]
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-0.24551485]
[ 0.0457209 -0.01290426 -0.07584124 ..., 0.04213753 0.52194071
0.17176432]]
Progress: 17.5% ... Training loss: 0.256 ... Validation loss: 0.428[[ 0.29559607]
[-0.29613476]
[-0.78244645]
[-0.76099965]
[-0.20601819]
[ 1.63006024]
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[[ 4.12392464e-02 -1.52491684e-01 1.09071687e-01 ..., -1.49959885e-01
2.19750444e-01 -1.52147215e-01]
[ 4.29410889e-02 4.40986746e-02 9.33751046e-02 ..., -2.46320105e-01
4.27182510e-04 1.09435825e-01]
[ -1.09171423e-01 3.32962219e-02 2.39464057e-01 ..., 1.59397124e-01
-2.78711747e-01 6.62499014e-01]
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[ -1.84964899e-01 -2.01688202e-01 -1.45199198e-01 ..., 9.68086173e-02
-9.22881020e-02 -6.92176494e-02]
[ -2.78139151e-01 -2.33652713e-01 -7.26578925e-02 ..., -1.23168931e-01
-4.45607276e-02 -2.45142887e-01]
[ 4.53392814e-02 -1.25189054e-02 -7.48250586e-02 ..., 4.22635812e-02
5.21483712e-01 1.72671481e-01]]
Progress: 17.5% ... Training loss: 0.269 ... Validation loss: 0.436[[ 0.30088394]
[-0.29130219]
[-0.78041865]
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[-0.20124996]
[ 1.63299934]
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[[ 4.17792585e-02 -1.53055289e-01 1.07960090e-01 ..., -1.50130837e-01
2.21406953e-01 -1.52858945e-01]
[ 4.29410889e-02 4.40986746e-02 9.33751046e-02 ..., -2.46320105e-01
4.27182510e-04 1.09435825e-01]
[ -1.09288314e-01 3.34364139e-02 2.39694192e-01 ..., 1.59456680e-01
-2.78575663e-01 6.62496893e-01]
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[ -1.84813473e-01 -2.01874136e-01 -1.45508750e-01 ..., 9.67545784e-02
-9.21238561e-02 -6.93481217e-02]
[ -2.77930064e-01 -2.33866744e-01 -7.31400592e-02 ..., -1.23236825e-01
-4.40079750e-02 -2.45685236e-01]
[ 4.52183963e-02 -1.23578129e-02 -7.45307949e-02 ..., 4.23263715e-02
5.21892181e-01 1.73123426e-01]]
Progress: 17.5% ... Training loss: 0.258 ... Validation loss: 0.428[[ 0.30775393]
[-0.28423362]
[-0.77544891]
[-0.74856426]
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[[ 4.20960954e-02 -1.53393145e-01 1.07148863e-01 ..., -1.50228006e-01
2.22250362e-01 -1.53754248e-01]
[ 4.28619470e-02 4.41800823e-02 9.35102067e-02 ..., -2.46291159e-01
2.12540714e-04 1.09470507e-01]
[ -1.09373770e-01 3.35200631e-02 2.39893286e-01 ..., 1.59494135e-01
-2.79003878e-01 6.62478600e-01]
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[ -1.84792454e-01 -2.01905273e-01 -1.45554966e-01 ..., 9.67471996e-02
-9.20193727e-02 -6.93600393e-02]
[ -2.77928395e-01 -2.33870039e-01 -7.31477940e-02 ..., -1.23232912e-01
-4.40420976e-02 -2.45679362e-01]
[ 4.55379560e-02 -1.26579505e-02 -7.53354955e-02 ..., 4.22260301e-02
5.23025926e-01 1.72221062e-01]]
Progress: 17.5% ... Training loss: 0.257 ... Validation loss: 0.429[[ 0.29988307]
[-0.29121288]
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[[ 4.14210922e-02 -1.52750056e-01 1.08954352e-01 ..., -1.50023667e-01
2.21133032e-01 -1.51722219e-01]
[ 4.29768514e-02 4.40710175e-02 9.32372937e-02 ..., -2.46325543e-01
5.52359644e-04 1.09236545e-01]
[ -1.09626558e-01 3.37822096e-02 2.40687839e-01 ..., 1.59565712e-01
-2.79607997e-01 6.63344968e-01]
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[ -1.84917624e-01 -2.01797238e-01 -1.45239598e-01 ..., 9.67813161e-02
-9.23716235e-02 -6.89679665e-02]
[ -2.78057713e-01 -2.33759946e-01 -7.28656551e-02 ..., -1.23194316e-01
-4.42639819e-02 -2.45473200e-01]
[ 4.51586731e-02 -1.22695526e-02 -7.42948284e-02 ..., 4.23487891e-02
5.22785777e-01 1.73177265e-01]]
Progress: 17.5% ... Training loss: 0.260 ... Validation loss: 0.428[[ 0.31555896]
[-0.27782249]
[-0.77380426]
[-0.73917575]
[-0.18799932]
[ 1.63994248]
[ 0.3831927 ]
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[-0.86801196]]
[[ 0.04211568 -0.15347255 0.1072681 ..., -0.15026221 0.22290292
-0.15321776]
[ 0.04310688 0.04394598 0.09290306 ..., -0.24636511 0.00097345
0.1088841 ]
[-0.1103819 0.03453184 0.24239169 ..., 0.15981 -0.28172874
0.66491834]
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[-0.18504346 -0.20168352 -0.14488431 ..., 0.09681375 -0.09276389
-0.06858863]
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-0.24580989]
[ 0.04603255 -0.01312815 -0.07650986 ..., 0.04206118 0.52484486
0.1707753 ]]
Progress: 17.5% ... Training loss: 0.268 ... Validation loss: 0.447[[ 0.29686322]
[-0.29371773]
[-0.78859568]
[-0.75619827]
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[ 1.62941767]
[ 0.36781952]
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[[ 0.04055403 -0.15209424 0.11103136 ..., -0.14983294 0.21883456
-0.14924793]
[ 0.04306935 0.04397941 0.09299833 ..., -0.24635552 0.00089339
0.10899463]
[-0.11047033 0.03452985 0.24291307 ..., 0.15982108 -0.28305071
0.66599587]
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[-0.18566988 -0.20113753 -0.14344614 ..., 0.09698629 -0.09455322
-0.06708653]
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-0.24478512]
[ 0.04569148 -0.01281192 -0.07572339 ..., 0.04215843 0.52436094
0.17149702]]
Progress: 17.5% ... Training loss: 0.271 ... Validation loss: 0.436[[ 0.3208489 ]
[-0.2746418 ]
[-0.77229439]
[-0.73544781]
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[ 1.64464653]
[ 0.38741689]
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[ 2.17430864]
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[ 0.59989319]
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[-0.86507677]]
[[ 0.04198579 -0.15356806 0.10733652 ..., -0.15032402 0.22272023
-0.15288892]
[ 0.04311299 0.0439349 0.09289221 ..., -0.24636802 0.0010361
0.10891917]
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0.66426002]
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-0.06873304]
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-0.24500402]
[ 0.04648143 -0.01360677 -0.07773382 ..., 0.04188792 0.52636825
0.16957911]]
Progress: 17.5% ... Training loss: 0.282 ... Validation loss: 0.463[[ 0.2982893 ]
[-0.29306075]
[-0.78920233]
[-0.75576272]
[-0.20359859]
[ 1.63224927]
[ 0.36949138]
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[ 0.16630241]
[ 0.27770909]
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[ 2.16414252]
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[ 0.58375053]
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[[ 0.03986149 -0.15171175 0.11232283 ..., -0.14976799 0.21727846
-0.14815511]
[ 0.0431239 0.04392435 0.09288449 ..., -0.24637116 0.00107667
0.10891896]
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0.66582052]
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[-0.18543336 -0.20142337 -0.14416241 ..., 0.09687237 -0.09425046
-0.06785255]
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-0.24419885]
[ 0.04599649 -0.01315336 -0.07667903 ..., 0.0420243 0.52565561
0.17042738]]
Progress: 17.5% ... Training loss: 0.269 ... Validation loss: 0.434[[ 0.31269646]
[-0.27964348]
[-0.77829069]
[-0.74336402]
[-0.19071406]
[ 1.63987153]
[ 0.38177316]
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[-0.87092172]]
[[ 0.04063919 -0.15249243 0.11042529 ..., -0.15002644 0.21917353
-0.15012109]
[ 0.04312642 0.04392169 0.09287377 ..., -0.24637156 0.0010904
0.10889125]
[-0.11046828 0.03450191 0.24259437 ..., 0.15978811 -0.28320298
0.66571609]
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[-0.18535666 -0.20150164 -0.14429532 ..., 0.09684673 -0.09401683
-0.06789311]
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-0.24526807]
[ 0.04655459 -0.01372718 -0.07810666 ..., 0.04184172 0.5271808
0.16903117]]
Progress: 17.5% ... Training loss: 0.259 ... Validation loss: 0.434[[ 0.30734613]
[-0.28505964]
[-0.78212734]
[-0.74905195]
[-0.19584263]
[ 1.63868867]
[ 0.37679861]
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[[ 0.04072819 -0.15260477 0.11017738 ..., -0.15006032 0.21935467
-0.15032809]
[ 0.0430479 0.04399152 0.09302739 ..., -0.24635078 0.00098104
0.10899283]
[-0.11043593 0.0344432 0.24263145 ..., 0.15977498 -0.28335766
0.66584498]
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[-0.185404 -0.20145802 -0.14418491 ..., 0.09685866 -0.09411674
-0.06783356]
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-0.24552757]
[ 0.04684322 -0.01398519 -0.07882269 ..., 0.04176337 0.52788864
0.16822666]]
Progress: 17.5% ... Training loss: 0.254 ... Validation loss: 0.425[[ 0.30697634]
[-0.2863784 ]
[-0.78121173]
[-0.74875326]
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[ 1.63776774]
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[ 0.95216298]
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[[ 0.04076229 -0.15260485 0.11003948 ..., -0.15006747 0.21970775
-0.15046776]
[ 0.04296199 0.04407654 0.09318698 ..., -0.24632305 0.00080353
0.10903671]
[-0.11035785 0.03436041 0.24269104 ..., 0.1597203 -0.28339131
0.66596211]
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[-0.18537811 -0.20147009 -0.14425688 ..., 0.0968447 -0.09407959
-0.0678647 ]
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-0.24584267]
[ 0.04651846 -0.01366647 -0.07798537 ..., 0.04185921 0.52753773
0.1692628 ]]
Progress: 17.5% ... Training loss: 0.255 ... Validation loss: 0.426[[ 0.3125588 ]
[-0.28137476]
[-0.77616054]
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[-0.19095015]
[ 1.64374881]
[ 0.3826388 ]
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[ 0.7379212 ]
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[[ 0.04140588 -0.15316751 0.10855136 ..., -0.1502439 0.22145461
-0.15210859]
[ 0.04296199 0.04407654 0.09318698 ..., -0.24632305 0.00080353
0.10903671]
[-0.10978109 0.03379488 0.24124571 ..., 0.15955814 -0.28147711
0.66428329]
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[-0.18511153 -0.20170942 -0.14490259 ..., 0.09676833 -0.09341954
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-0.24560066]
[ 0.04732927 -0.01443555 -0.07997124 ..., 0.04161376 0.52986655
0.16711485]]
Progress: 17.5% ... Training loss: 0.261 ... Validation loss: 0.435[[ 0.30755041]
[-0.28526851]
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[ 1.64573575]
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[[ 4.11362736e-02 -1.52910818e-01 1.09256309e-01 ..., -1.50185817e-01
2.20858914e-01 -1.51319913e-01]
[ 4.29001494e-02 4.41276476e-02 9.33358943e-02 ..., -2.46308622e-01
6.39114114e-04 1.09206368e-01]
[ -1.09015475e-01 3.30519952e-02 2.39638763e-01 ..., 1.59321509e-01
-2.79277324e-01 6.63021691e-01]
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[ -1.85251192e-01 -2.01585640e-01 -1.44560752e-01 ..., 9.68067028e-02
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[ -2.77846238e-01 -2.34027237e-01 -7.38201145e-02 ..., -1.23292557e-01
-4.41236001e-02 -2.46296613e-01]
[ 4.71027811e-02 -1.42034765e-02 -7.95295097e-02 ..., 4.16750807e-02
5.29705943e-01 1.67346260e-01]]
Progress: 17.5% ... Training loss: 0.256 ... Validation loss: 0.424[[ 0.29756007]
[-0.29340399]
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[ 1.64037416]
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[[ 4.10953139e-02 -1.52886674e-01 1.09311379e-01 ..., -1.50176218e-01
2.20749275e-01 -1.51135650e-01]
[ 4.27730294e-02 4.42430325e-02 9.36129503e-02 ..., -2.46271292e-01
2.49488435e-04 1.09551168e-01]
[ -1.08865544e-01 3.28755793e-02 2.39662966e-01 ..., 1.59280608e-01
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[ -1.85550591e-01 -2.01309648e-01 -1.43917599e-01 ..., 9.68961426e-02
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[ -2.78122500e-01 -2.33772268e-01 -7.32242678e-02 ..., -1.23218105e-01
-4.47320461e-02 -2.45614291e-01]
[ 4.68143542e-02 -1.39127413e-02 -7.88934544e-02 ..., 4.17708259e-02
5.29473866e-01 1.68077429e-01]]
Progress: 17.6% ... Training loss: 0.260 ... Validation loss: 0.424[[ 0.29980364]
[-0.29088092]
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[ 1.64032528]
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[[ 0.04079624 -0.15261951 0.11000332 ..., -0.15009139 0.2198347
-0.15042421]
[ 0.04298889 0.04402777 0.09307506 ..., -0.2463388 0.00091058
0.10895399]
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0.66433105]
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[-0.18602071 -0.20085717 -0.14274865 ..., 0.09704241 -0.09618736
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-0.24540325]
[ 0.04701958 -0.01412103 -0.07940426 ..., 0.041699 0.53007923
0.16758975]]
Progress: 17.6% ... Training loss: 0.257 ... Validation loss: 0.422[[ 0.30386321]
[-0.28733185]
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[ 1.64274456]
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[[ 4.12676648e-02 -1.53063728e-01 1.08612227e-01 ..., -1.50239142e-01
2.20913358e-01 -1.51490324e-01]
[ 4.28565228e-02 4.41599919e-02 9.33153017e-02 ..., -2.46295622e-01
5.97825935e-04 1.09138397e-01]
[ -1.09838545e-01 3.36841124e-02 2.42245716e-01 ..., 1.59541078e-01
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[ -1.85963365e-01 -2.00905955e-01 -1.42919291e-01 ..., 9.70226518e-02
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[ -2.77909753e-01 -2.33991938e-01 -7.37502348e-02 ..., -1.23291063e-01
-4.39981531e-02 -2.45929767e-01]
[ 4.69032169e-02 -1.39849043e-02 -7.92268988e-02 ..., 4.17448651e-02
5.29939067e-01 1.67568389e-01]]
Progress: 17.6% ... Training loss: 0.254 ... Validation loss: 0.421[[ 0.30048538]
[-0.2901524 ]
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[[ 0.04070611 -0.15250523 0.11014745 ..., -0.15006431 0.21932455
-0.14989612]
[ 0.04292577 0.04409713 0.09315457 ..., -0.24631662 0.00084753
0.10901952]
[-0.11037219 0.0341961 0.24367199 ..., 0.15970223 -0.28485843
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[-0.18580674 -0.20105324 -0.14334687 ..., 0.0969793 -0.09582856
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-0.24594959]
[ 0.04684713 -0.0139113 -0.0790934 ..., 0.04176992 0.53003091
0.16766426]]
Progress: 17.6% ... Training loss: 0.256 ... Validation loss: 0.424[[ 0.31132348]
[-0.28040114]
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[ 1.64397167]
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[[ 0.04178658 -0.15354674 0.1075269 ..., -0.15039377 0.2220845
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[ 0.04315724 0.04386984 0.09266933 ..., -0.24639105 0.00157281
0.108603 ]
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[-0.18585641 -0.20101229 -0.14315059 ..., 0.09699104 -0.09591756
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[ 0.04739587 -0.01442482 -0.08052498 ..., 0.04159975 0.5317039
0.16614001]]
Progress: 17.6% ... Training loss: 0.263 ... Validation loss: 0.435[[ 0.30204289]
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[[ 0.0414473 -0.15324549 0.10847286 ..., -0.1503131 0.22128234
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[ 0.04311779 0.04390886 0.09272992 ..., -0.24637844 0.00155442
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Progress: 17.6% ... Training loss: 0.254 ... Validation loss: 0.421[[ 0.30422083]
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[[ 0.04159423 -0.15340703 0.10813592 ..., -0.15035902 0.22144516
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[ 0.0473748 -0.01439579 -0.08041534 ..., 0.04160543 0.53207389
0.16611389]]
Progress: 17.6% ... Training loss: 0.254 ... Validation loss: 0.424[[ 0.29818956]
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[[ 0.0408164 -0.15267041 0.11010604 ..., -0.15012649 0.21964931
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[ 0.04688433 -0.01391483 -0.07917213 ..., 0.04176026 0.5310629
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Progress: 17.6% ... Training loss: 0.261 ... Validation loss: 0.427[[ 0.29957381]
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[[ 0.04088543 -0.15275774 0.10999457 ..., -0.15014734 0.21994702
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[ 0.04697987 -0.01398355 -0.07943526 ..., 0.04174134 0.53164373
0.16717053]]
Progress: 17.6% ... Training loss: 0.259 ... Validation loss: 0.425[[ 0.30141539]
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[ 0.0469501 -0.01392326 -0.07937795 ..., 0.04177211 0.5320572
0.16735061]]
Progress: 17.6% ... Training loss: 0.256 ... Validation loss: 0.424[[ 0.30352973]
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[ 0.0464595 -0.0134301 -0.07811204 ..., 0.04193162 0.53142862
0.16866106]]
Progress: 17.6% ... Training loss: 0.255 ... Validation loss: 0.425[[ 0.30820354]
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[ 0.04657323 -0.0135424 -0.07834602 ..., 0.04189846 0.53193218
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Progress: 17.6% ... Training loss: 0.256 ... Validation loss: 0.432[[ 0.30416913]
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[[ 0.04128252 -0.15318055 0.1091898 ..., -0.15028737 0.22200319
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[ 0.0464961 -0.01346676 -0.078164 ..., 0.04193664 0.5322462
0.16822337]]
Progress: 17.6% ... Training loss: 0.254 ... Validation loss: 0.424[[ 0.29796768]
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[ 0.0463066 -0.01327112 -0.0777007 ..., 0.04200201 0.53207023
0.16870304]]
Progress: 17.6% ... Training loss: 0.260 ... Validation loss: 0.425[[ 0.31121692]
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[[ 0.04216231 -0.15404828 0.1070984 ..., -0.15056896 0.22407639
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[ 0.04317451 0.04386247 0.09235474 ..., -0.24639927 0.00199717
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[ 0.0465015 -0.01345344 -0.07822899 ..., 0.04194624 0.5329226
0.16822709]]
Progress: 17.6% ... Training loss: 0.265 ... Validation loss: 0.440[[ 0.29582052]
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[[ 0.0411484 -0.15308629 0.10964583 ..., -0.15028668 0.22186431
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[ 0.04583045 -0.01275847 -0.07678256 ..., 0.04214845 0.53210826
0.1698968 ]]
Progress: 17.7% ... Training loss: 0.258 ... Validation loss: 0.424[[ 0.30117655]
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[[ 0.04119707 -0.15316429 0.10972277 ..., -0.15030331 0.22154174
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[ 0.04606258 -0.01299396 -0.07736139 ..., 0.04207273 0.53274273
0.16928626]]
Progress: 17.7% ... Training loss: 0.254 ... Validation loss: 0.421[[ 0.29428536]
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[ 0.0460968 -0.01300014 -0.07752271 ..., 0.04207211 0.53331096
0.16906479]]
Progress: 17.7% ... Training loss: 0.260 ... Validation loss: 0.425[[ 0.30609445]
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[ 0.04287715 0.04415214 0.09304757 ..., -0.2463164 0.00128227
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[ 0.04660111 -0.01348858 -0.07885443 ..., 0.04191701 0.53501838
0.16770738]]
Progress: 17.7% ... Training loss: 0.263 ... Validation loss: 0.428[[ 0.30161391]
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[[ 0.04216335 -0.15407199 0.10722683 ..., -0.1505674 0.22430161
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[ 0.0428818 0.04414742 0.0930315 ..., -0.24631771 0.00129782
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[ 0.04669794 -0.01357514 -0.07917466 ..., 0.04189088 0.53548196
0.16732362]]
Progress: 17.7% ... Training loss: 0.255 ... Validation loss: 0.421[[ 0.29790098]
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[ 0.04304733 0.0439898 0.0926439 ..., -0.24636605 0.00181759
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[ 0.04647931 -0.01336582 -0.07866221 ..., 0.04195763 0.53520727
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Progress: 17.7% ... Training loss: 0.254 ... Validation loss: 0.421[[ 0.30553658]
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[[ 0.04221509 -0.15412778 0.10731483 ..., -0.1505864 0.22478571
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[ 0.04317916 0.04386259 0.09230317 ..., -0.24640672 0.00219409
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[ 0.04668487 -0.01356147 -0.07908731 ..., 0.04189844 0.53581984
0.16753684]]
Progress: 17.7% ... Training loss: 0.259 ... Validation loss: 0.429[[ 0.29131536]
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[[ 0.04058995 -0.1525908 0.1114071 ..., -0.15013528 0.22022797
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[ 0.04328786 0.04376772 0.09201404 ..., -0.24643507 0.0025598
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[ 0.04693528 -0.01377903 -0.07975251 ..., 0.04183297 0.53657469
0.16682439]]
Progress: 17.7% ... Training loss: 0.268 ... Validation loss: 0.433[[ 0.29825467]
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[[ 0.04100743 -0.15299591 0.11002843 ..., -0.15027832 0.22170563
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0.16658047]]
Progress: 17.7% ... Training loss: 0.254 ... Validation loss: 0.422[[ 0.30357367]
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[ 0.04368001 0.04338439 0.0909293 ..., -0.24655856 0.0037989
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[ 0.04724878 -0.01406515 -0.0805412 ..., 0.04175534 0.537874
0.16572375]]
Progress: 17.7% ... Training loss: 0.257 ... Validation loss: 0.426[[ 0.30304682]
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[ 1.63925929]
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[ 0.04378452 0.0432875 0.09066441 ..., -0.24658684 0.00412235
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[ 0.0470929 -0.01392313 -0.08016586 ..., 0.041803 0.53748983
0.16614079]]
Progress: 17.7% ... Training loss: 0.255 ... Validation loss: 0.424[[ 0.29448285]
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[[ 0.04105584 -0.15311276 0.10994733 ..., -0.15030013 0.22170204
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[ 0.04357332 0.04348356 0.09119487 ..., -0.24652883 0.00367089
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[ 0.04700076 -0.0138101 -0.07996579 ..., 0.04183907 0.53776149
0.16649105]]
Progress: 17.7% ... Training loss: 0.259 ... Validation loss: 0.425[[ 0.30739001]
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[ 0.04670123 -0.0134953 -0.07911831 ..., 0.04194615 0.53754052
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Progress: 17.7% ... Training loss: 0.262 ... Validation loss: 0.433[[ 0.29156383]
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[ 0.04358844 0.04347067 0.09111451 ..., -0.2465377 0.00391324
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[ 0.04655485 -0.01335974 -0.07892814 ..., 0.04198867 0.53734224
0.16766549]]
Progress: 17.7% ... Training loss: 0.268 ... Validation loss: 0.432[[ 0.29432186]
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[ 0.0466569 -0.01345153 -0.07920322 ..., 0.0419597 0.53785872
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Progress: 17.7% ... Training loss: 0.258 ... Validation loss: 0.426[[ 0.30298559]
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[ 0.04360253 0.04344999 0.09106642 ..., -0.24654382 0.00406195
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[ 0.04652957 -0.01330251 -0.07894063 ..., 0.04199938 0.53797802
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Progress: 17.8% ... Training loss: 0.256 ... Validation loss: 0.427[[ 0.29698889]
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0.1675247 ]]
Progress: 17.8% ... Training loss: 0.255 ... Validation loss: 0.425[[ 0.29781967]
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[ 0.04645222 -0.01316988 -0.07895302 ..., 0.04203708 0.53859186
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Progress: 17.8% ... Training loss: 0.254 ... Validation loss: 0.422[[ 0.30024766]
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[ 0.04619335 -0.01290721 -0.07850417 ..., 0.04211655 0.53817589
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Progress: 17.8% ... Training loss: 0.253 ... Validation loss: 0.423[[ 0.29955393]
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[ 0.04398206 0.04308658 0.09013284 ..., -0.24665287 0.00531187
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[ 0.04597736 -0.01269639 -0.0779628 ..., 0.04218764 0.53769137
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Progress: 17.8% ... Training loss: 0.254 ... Validation loss: 0.423[[ 0.30054773]
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[ 0.04595367 -0.01267125 -0.07794867 ..., 0.04219303 0.53783777
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Progress: 17.8% ... Training loss: 0.254 ... Validation loss: 0.422[[ 0.30381255]
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[ 1.64468262]
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[[ 0.04248103 -0.15454153 0.10628723 ..., -0.15084614 0.22792529
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[ 0.04388529 0.04318222 0.09038795 ..., -0.24662403 0.0050556
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[ 0.04627531 -0.01297239 -0.07876905 ..., 0.04209525 0.53877774
0.16785834]]
Progress: 17.8% ... Training loss: 0.258 ... Validation loss: 0.426[[ 0.29660984]
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[[ 0.04176106 -0.15385434 0.10801874 ..., -0.15062561 0.22592162
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[ 0.04396515 0.04311299 0.09010498 ..., -0.2466475 0.00544115
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[ 0.04600216 -0.01267991 -0.07823816 ..., 0.04218318 0.53867048
0.1683971 ]]
Progress: 17.8% ... Training loss: 0.254 ... Validation loss: 0.420[[ 0.29093124]
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[[ 0.04100363 -0.15307752 0.11006405 ..., -0.15038048 0.22417038
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[ 0.04386222 0.04321344 0.09037036 ..., -0.24661462 0.00519496
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-0.24565385]
[ 0.04601171 -0.01267875 -0.07830125 ..., 0.04218553 0.5387894
0.16814019]]
Progress: 17.8% ... Training loss: 0.262 ... Validation loss: 0.430[[ 0.29999399]
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[[ 0.04186385 -0.15392972 0.10803271 ..., -0.15068793 0.22647344
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[ 0.04349904 0.04359234 0.09132942 ..., -0.24649728 0.00426914
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-0.24620781]
[ 0.04610526 -0.01277918 -0.07847535 ..., 0.04215126 0.53919121
0.16790786]]
Progress: 17.8% ... Training loss: 0.254 ... Validation loss: 0.421[[ 0.28945814]
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[[ 0.04127629 -0.15332529 0.10951091 ..., -0.15048418 0.22459185
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[ 0.04351247 0.04358007 0.0913137 ..., -0.24650134 0.00428859
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[ 0.04602029 -0.01267653 -0.07824911 ..., 0.04218475 0.53924599
0.1681115 ]]
Progress: 17.8% ... Training loss: 0.266 ... Validation loss: 0.432[[ 0.30489112]
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[[ 0.04215763 -0.15422295 0.10737859 ..., -0.15077646 0.22711345
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[ 0.04653712 -0.01321597 -0.07960686 ..., 0.04201213 0.54055293
0.16668653]]
Progress: 17.8% ... Training loss: 0.261 ... Validation loss: 0.429[[ 0.29375993]
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[ 0.04627518 -0.01295336 -0.07909473 ..., 0.04208669 0.53999885
0.16725164]]
Progress: 17.8% ... Training loss: 0.256 ... Validation loss: 0.422[[ 0.29664977]
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[ 0.04618257 -0.01285251 -0.07887898 ..., 0.04211661 0.53996759
0.16748359]]
Progress: 17.8% ... Training loss: 0.254 ... Validation loss: 0.418[[ 0.29811248]
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[ 0.0461827 -0.0128504 -0.0788821 ..., 0.04211386 0.54014321
0.1674771 ]]
Progress: 17.8% ... Training loss: 0.254 ... Validation loss: 0.419[[ 0.29764871]
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[ 0.04375859 0.04335227 0.09057092 ..., -0.24657959 0.00537905
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[ 0.046129 -0.01279105 -0.07867324 ..., 0.0421345 0.54020614
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Progress: 17.9% ... Training loss: 0.254 ... Validation loss: 0.419[[ 0.29679488]
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[[ 0.04210294 -0.15416936 0.10769586 ..., -0.15078276 0.22718169
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[ 0.04368266 0.04343146 0.09079279 ..., -0.24655584 0.0051798
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[ 0.04607711 -0.01273008 -0.07864217 ..., 0.04214969 0.54040205
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Progress: 17.9% ... Training loss: 0.254 ... Validation loss: 0.421[[ 0.29665911]
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[[ 0.04217061 -0.15421746 0.10763471 ..., -0.15078817 0.22757164
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[ 0.04376074 0.0433564 0.09058094 ..., -0.24657735 0.00541774
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[ 0.04582389 -0.01244277 -0.07801989 ..., 0.04224458 0.54013727
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Progress: 17.9% ... Training loss: 0.254 ... Validation loss: 0.422[[ 0.29277327]
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[[ 0.04193218 -0.15397054 0.10831296 ..., -0.15070975 0.22666372
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[ 0.04363683 0.0434827 0.09083443 ..., -0.24653577 0.00513173
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[ 0.04647669 -0.01307029 -0.07973304 ..., 0.04203969 0.54212502
0.16642828]]
Progress: 17.9% ... Training loss: 0.258 ... Validation loss: 0.426[[ 0.29236379]
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[[ 0.04202034 -0.15404474 0.10808434 ..., -0.15071632 0.22716653
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[ 0.04369982 0.04342096 0.09066803 ..., -0.24655665 0.00532032
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[ 0.04591386 -0.01249021 -0.07827068 ..., 0.04223146 0.54105505
0.16787228]]
Progress: 17.9% ... Training loss: 0.258 ... Validation loss: 0.426[[ 0.30115164]
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0.16822881]]
Progress: 17.9% ... Training loss: 0.254 ... Validation loss: 0.426[[ 0.30384321]
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[ 1.64106613]
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[[ 0.04281301 -0.15485279 0.10623079 ..., -0.15098165 0.22962315
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[ 0.04368838 0.04343192 0.09069573 ..., -0.24655307 0.00528557
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[ 0.0455494 -0.01212821 -0.07733889 ..., 0.04235623 0.54055182
0.16856905]]
Progress: 17.9% ... Training loss: 0.259 ... Validation loss: 0.429[[ 0.28732187]
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Progress: 17.9% ... Training loss: 0.281 ... Validation loss: 0.443[[ 0.3105953 ]
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[ 0.04529773 -0.01190776 -0.0768731 ..., 0.0424124 0.54015114
0.16908443]]
Progress: 17.9% ... Training loss: 0.277 ... Validation loss: 0.456[[ 0.29831553]
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[ 0.04501862 -0.01162529 -0.07635761 ..., 0.04248366 0.53983798
0.16940442]]
Progress: 17.9% ... Training loss: 0.253 ... Validation loss: 0.423[[ 0.29468573]
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[ 0.04525354 -0.01183521 -0.07699245 ..., 0.0424198 0.54083602
0.16847212]]
Progress: 17.9% ... Training loss: 0.255 ... Validation loss: 0.424[[ 0.29895408]
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[ 0.04548125 -0.01206087 -0.0775093 ..., 0.04234889 0.54164153
0.16764085]]
Progress: 17.9% ... Training loss: 0.254 ... Validation loss: 0.425[[ 0.29536039]
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[ 0.04502779 -0.01158871 -0.07645561 ..., 0.04249239 0.54075695
0.16880418]]
Progress: 17.9% ... Training loss: 0.253 ... Validation loss: 0.421[[ 0.29133872]
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[ 0.04349377 0.04361586 0.0911271 ..., -0.24650304 0.00510774
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[ 0.04452887 -0.01106763 -0.07526331 ..., 0.04266614 0.53989686
0.17015993]]
Progress: 17.9% ... Training loss: 0.257 ... Validation loss: 0.424[[ 0.29546972]
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[[ 0.04198398 -0.15419194 0.10809892 ..., -0.15083716 0.22944019
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[ 0.04433762 -0.01084967 -0.07474672 ..., 0.04274443 0.53995827
0.17034882]]
Progress: 17.9% ... Training loss: 0.253 ... Validation loss: 0.421[[ 0.29385312]
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[[ 0.04183539 -0.15407215 0.10844634 ..., -0.15080185 0.22900127
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[ 0.04428961 -0.01079916 -0.07469554 ..., 0.04276034 0.5400623
0.17030473]]
Progress: 18.0% ... Training loss: 0.253 ... Validation loss: 0.422[[ 0.29534331]
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[[ 0.04129043 -0.15354061 0.10984881 ..., -0.15062285 0.22759757
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[ 0.0437879 0.04332319 0.09040336 ..., -0.24660402 0.00609804
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[ 0.04451636 -0.0110139 -0.07530328 ..., 0.04268893 0.54055775
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Progress: 18.0% ... Training loss: 0.253 ... Validation loss: 0.423[[ 0.29838854]
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[[ 0.04160734 -0.15388905 0.10934298 ..., -0.15073748 0.22838641
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[ 0.04377733 0.04333162 0.09042697 ..., -0.24660271 0.00612365
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[ 0.0442998 -0.01080284 -0.07474204 ..., 0.04276408 0.54015287
0.16997717]]
Progress: 18.0% ... Training loss: 0.253 ... Validation loss: 0.425[[ 0.28730302]
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[[ 0.04091341 -0.1532085 0.11112042 ..., -0.15051265 0.22631773
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[ 0.04441431 -0.01087907 -0.07514412 ..., 0.04273733 0.54083528
0.16954864]]
Progress: 18.0% ... Training loss: 0.268 ... Validation loss: 0.437[[ 0.29869774]
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[[ 0.04152863 -0.15383887 0.10956374 ..., -0.1507255 0.22757944
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[ 0.04507514 -0.01155325 -0.07692856 ..., 0.04250504 0.5425954
0.16772504]]
Progress: 18.0% ... Training loss: 0.254 ... Validation loss: 0.427[[ 0.28703003]
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[ 0.04373423 0.04337215 0.09045619 ..., -0.2465878 0.00600542
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[ 0.04515012 -0.01160637 -0.07710019 ..., 0.04248547 0.54322254
0.16756596]]
Progress: 18.0% ... Training loss: 0.270 ... Validation loss: 0.442[[ 0.29990791]
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Progress: 18.0% ... Training loss: 0.254 ... Validation loss: 0.430[[ 0.29654005]
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Progress: 18.0% ... Training loss: 0.253 ... Validation loss: 0.427[[ 0.3058533 ]
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[ 0.04645994 -0.01291847 -0.08047565 ..., 0.04203308 0.5469404
0.16392698]]
Progress: 18.0% ... Training loss: 0.268 ... Validation loss: 0.440[[ 0.29484059]
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[ 0.04649496 -0.01294307 -0.08059788 ..., 0.04202761 0.5472391
0.16375982]]
Progress: 18.0% ... Training loss: 0.253 ... Validation loss: 0.422[[ 0.2992721 ]
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[ 0.04626198 -0.01268832 -0.07995664 ..., 0.0421087 0.54688593
0.16443147]]
Progress: 18.0% ... Training loss: 0.257 ... Validation loss: 0.423[[ 0.29050339]
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0.16509401]]
Progress: 18.0% ... Training loss: 0.257 ... Validation loss: 0.424[[ 0.30011935]
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0.16439998]]
Progress: 18.0% ... Training loss: 0.255 ... Validation loss: 0.422[[ 0.29718967]
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Progress: 18.0% ... Training loss: 0.253 ... Validation loss: 0.420[[ 0.28901822]
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[ 0.04674793 -0.01313872 -0.08130702 ..., 0.04194544 0.54894559
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Progress: 18.0% ... Training loss: 0.266 ... Validation loss: 0.434[[ 0.3082625 ]
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Progress: 18.1% ... Training loss: 0.276 ... Validation loss: 0.450[[ 0.28117092]
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[ 0.04404572 0.0430623 0.08962537 ..., -0.2466944 0.007255
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Progress: 18.1% ... Training loss: 0.295 ... Validation loss: 0.463[[ 0.29635397]
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[[ 0.04056854 -0.15317427 0.11174517 ..., -0.15053831 0.22556644
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0.1602826 ]]
Progress: 18.1% ... Training loss: 0.252 ... Validation loss: 0.425[[ 0.29791985]
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[[ 0.04075933 -0.15333074 0.11124754 ..., -0.15060543 0.22613411
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[ 0.0478393 -0.01427369 -0.08434476 ..., 0.04153221 0.55231496
0.1602108 ]]
Progress: 18.1% ... Training loss: 0.253 ... Validation loss: 0.427[[ 0.2994332 ]
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[[ 0.04086985 -0.15345137 0.11109657 ..., -0.15064677 0.22603363
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[ 0.04395048 0.04318306 0.08989457 ..., -0.24666132 0.0070692
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[ 0.04788736 -0.01432841 -0.08445071 ..., 0.04152338 0.55256309
0.16005974]]
Progress: 18.1% ... Training loss: 0.254 ... Validation loss: 0.429[[ 0.29597594]
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[[ 0.04051994 -0.15312552 0.11199917 ..., -0.15053881 0.22557996
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[ 0.04767821 -0.01409792 -0.08395725 ..., 0.0415981 0.55291613
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Progress: 18.1% ... Training loss: 0.252 ... Validation loss: 0.424[[ 0.29975011]
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[[ 0.04069585 -0.15328845 0.11163901 ..., -0.15059952 0.22626302
-0.14675125]
[ 0.04366812 0.04345076 0.09059752 ..., -0.24657707 0.00646207
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[ 0.04784404 -0.0142477 -0.08431599 ..., 0.04155483 0.55360995
0.16006604]]
Progress: 18.1% ... Training loss: 0.254 ... Validation loss: 0.426[[ 0.28849946]
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[[ 0.03976806 -0.15239211 0.11404961 ..., -0.15031127 0.22361167
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0.15967263]]
Progress: 18.1% ... Training loss: 0.264 ... Validation loss: 0.433[[ 0.29730615]
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[[ 0.04012491 -0.15270282 0.11329029 ..., -0.15044203 0.22506167
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[ 0.04384606 0.04328635 0.09011747 ..., -0.24663153 0.00708571
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[ 0.04783802 -0.01419807 -0.0841457 ..., 0.04157002 0.55423444
0.16023287]]
Progress: 18.1% ... Training loss: 0.252 ... Validation loss: 0.426[[ 0.29404557]
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[[ 0.03983659 -0.15238322 0.1140651 ..., -0.15035249 0.2244877
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[ 0.04777315 -0.01411511 -0.08401431 ..., 0.04159076 0.5545154
0.16027997]]
Progress: 18.1% ... Training loss: 0.253 ... Validation loss: 0.424[[ 0.29859282]
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[[ 0.040482 -0.15305505 0.11259762 ..., -0.15057174 0.22610874
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[ 0.04759743 -0.01392972 -0.08360352 ..., 0.04165063 0.55420377
0.16079984]]
Progress: 18.1% ... Training loss: 0.253 ... Validation loss: 0.429[[ 0.2974226 ]
[-0.28098758]
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[ 0.04691403 -0.01325891 -0.0818556 ..., 0.04186788 0.55268926
0.16258568]]
Progress: 18.1% ... Training loss: 0.254 ... Validation loss: 0.428[[ 0.28953966]
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[ 0.04667972 -0.01300395 -0.08122578 ..., 0.04194669 0.55240363
0.1633791 ]]
Progress: 18.1% ... Training loss: 0.260 ... Validation loss: 0.429[[ 0.29335086]
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[[ 0.04033162 -0.15286153 0.11338612 ..., -0.15050256 0.22576953
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[ 0.04673275 -0.01303631 -0.08138037 ..., 0.04193102 0.55279139
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Progress: 18.1% ... Training loss: 0.254 ... Validation loss: 0.427[[ 0.29191873]
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[[ 0.04053929 -0.15304667 0.1129331 ..., -0.1505596 0.2263666
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[ 0.04664337 -0.0129154 -0.0812182 ..., 0.04196919 0.55287676
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Progress: 18.1% ... Training loss: 0.254 ... Validation loss: 0.428[[ 0.29909892]
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[[ 0.04143606 -0.15393223 0.1104834 ..., -0.15083021 0.22852529
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Progress: 18.2% ... Training loss: 0.255 ... Validation loss: 0.434[[ 0.293179 ]
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[[ 0.04092251 -0.15341575 0.11182772 ..., -0.15065048 0.22749441
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[ 0.04689721 -0.01316042 -0.08188077 ..., 0.04190559 0.55396916
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Progress: 18.2% ... Training loss: 0.253 ... Validation loss: 0.428[[ 0.28943775]
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[[ 0.04067811 -0.15312074 0.11246601 ..., -0.15056815 0.22688687
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[ 0.04708773 -0.01331704 -0.08238746 ..., 0.04184679 0.55476942
0.16179396]]
Progress: 18.2% ... Training loss: 0.258 ... Validation loss: 0.429[[ 0.29394407]
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[[ 0.0415101 -0.15392753 0.11049636 ..., -0.15084784 0.22925312
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[ 0.0473642 -0.01356859 -0.08302362 ..., 0.04175086 0.55569562
0.16085655]]
Progress: 18.2% ... Training loss: 0.253 ... Validation loss: 0.429[[ 0.29579836]
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[[ 0.04187096 -0.15427791 0.10958807 ..., -0.15098092 0.23060162
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[ 0.04330215 0.04379882 0.09130664 ..., -0.24647002 0.00636207
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[ 0.04725869 -0.01344657 -0.08272379 ..., 0.04179861 0.55592918
0.16124985]]
Progress: 18.2% ... Training loss: 0.255 ... Validation loss: 0.429[[ 0.28513575]
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[[ 0.04163411 -0.15402289 0.11038962 ..., -0.15090085 0.22973743
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[ 0.04323069 0.04387279 0.0915177 ..., -0.24645425 0.00619377
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[ 0.04677392 -0.01294995 -0.08149899 ..., 0.04196495 0.55536261
0.16253434]]
Progress: 18.2% ... Training loss: 0.260 ... Validation loss: 0.430[[ 0.28980552]
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[[ 0.04213917 -0.15452489 0.1089228 ..., -0.15108244 0.2311093
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[ 0.04328849 0.04381597 0.09133372 ..., -0.24647132 0.00640326
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Progress: 18.2% ... Training loss: 0.253 ... Validation loss: 0.424[[ 0.28558675]
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Progress: 18.2% ... Training loss: 0.255 ... Validation loss: 0.424[[ 0.28791918]
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[ 0.04303084 0.04407243 0.09198671 ..., -0.24638498 0.00572859
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[ 0.04585405 -0.01197917 -0.07903222 ..., 0.04229976 0.55426113
0.16487747]]
Progress: 18.2% ... Training loss: 0.254 ... Validation loss: 0.421[[ 0.28540053]
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[ 0.04557565 -0.01168775 -0.07830028 ..., 0.04240212 0.55381052
0.16565055]]
Progress: 18.2% ... Training loss: 0.254 ... Validation loss: 0.422[[ 0.280181 ]
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[[ 0.04184 -0.15413613 0.10991519 ..., -0.15097434 0.23146718
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[ 0.04298823 0.0441224 0.09209108 ..., -0.24636932 0.00581461
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[ 0.04586138 -0.01196378 -0.07908017 ..., 0.04230874 0.55473615
0.16472329]]
Progress: 18.2% ... Training loss: 0.263 ... Validation loss: 0.428[[ 0.29226553]
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[[ 0.04254085 -0.15488209 0.10832454 ..., -0.15122851 0.23337759
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[ 0.04311345 0.0439911 0.09177192 ..., -0.24641662 0.00622302
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[ 0.04589208 -0.01197726 -0.07923055 ..., 0.04230038 0.55504797
0.16443181]]
Progress: 18.2% ... Training loss: 0.254 ... Validation loss: 0.427[[ 0.29841741]
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[[ 0.04317701 -0.1555122 0.10667074 ..., -0.1514422 0.23519995
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[ 0.04634154 -0.01236159 -0.08061578 ..., 0.04216744 0.55670979
0.16266373]]
Progress: 18.2% ... Training loss: 0.271 ... Validation loss: 0.448[[ 0.28637976]
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[[ 0.04188973 -0.15433792 0.10991967 ..., -0.15104745 0.23152577
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[ 0.04601241 -0.01204646 -0.07979868 ..., 0.04226957 0.55586578
0.16353126]]
Progress: 18.2% ... Training loss: 0.254 ... Validation loss: 0.423[[ 0.28980302]
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[[ 0.04173996 -0.15417482 0.11034746 ..., -0.1509875 0.23112478
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Progress: 18.2% ... Training loss: 0.253 ... Validation loss: 0.427[[ 0.28457029]
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Progress: 18.3% ... Training loss: 0.256 ... Validation loss: 0.427[[ 0.29036873]
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Progress: 18.3% ... Training loss: 0.255 ... Validation loss: 0.429[[ 0.29105038]
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[[ 0.04290303 -0.15531196 0.1073727 ..., -0.15140025 0.23444185
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[ 0.04573607 -0.01171895 -0.07905809 ..., 0.04238641 0.55608145
0.1642231 ]]
Progress: 18.3% ... Training loss: 0.256 ... Validation loss: 0.430[[ 0.29017789]
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[ 0.04286349 0.04425164 0.09232847 ..., -0.24634331 0.00580074
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[ 0.04535087 -0.01132727 -0.07812466 ..., 0.04251962 0.55538381
0.1652865 ]]
Progress: 18.3% ... Training loss: 0.256 ... Validation loss: 0.430[[ 0.29305965]
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[[ 0.04300456 -0.15539505 0.10697045 ..., -0.15140458 0.23500448
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[ 0.04517064 -0.01114431 -0.0776979 ..., 0.04258711 0.55520189
0.16559329]]
Progress: 18.3% ... Training loss: 0.257 ... Validation loss: 0.429[[ 0.29105802]
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[[ 0.04259363 -0.15495567 0.1081119 ..., -0.15125886 0.23424793
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0.1671205 ]]
Progress: 18.3% ... Training loss: 0.254 ... Validation loss: 0.425[[ 0.29299141]
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Progress: 18.3% ... Training loss: 0.255 ... Validation loss: 0.426[[ 0.28924162]
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Progress: 18.3% ... Training loss: 0.253 ... Validation loss: 0.420[[ 0.29967987]
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0.16477336]]
Progress: 18.3% ... Training loss: 0.268 ... Validation loss: 0.438[[ 0.27822561]
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[ 0.04505189 -0.01099001 -0.07749668 ..., 0.04264744 0.55675145
0.16582145]]
Progress: 18.3% ... Training loss: 0.281 ... Validation loss: 0.445[[ 0.30328014]
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[ 0.04570307 -0.01168097 -0.07935645 ..., 0.04239647 0.5585112
0.16383516]]
Progress: 18.3% ... Training loss: 0.276 ... Validation loss: 0.446[[ 0.28425946]
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[ 0.04557025 -0.01154621 -0.07903731 ..., 0.04243059 0.55850014
0.16402113]]
Progress: 18.3% ... Training loss: 0.266 ... Validation loss: 0.433[[ 0.29123587]
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Progress: 18.3% ... Training loss: 0.252 ... Validation loss: 0.423[[ 0.28898056]
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Progress: 18.3% ... Training loss: 0.254 ... Validation loss: 0.424[[ 0.30093146]
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[ 0.04586369 -0.01182632 -0.07956281 ..., 0.04232763 0.55992893
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Progress: 18.3% ... Training loss: 0.260 ... Validation loss: 0.441[[ 0.29443705]
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Progress: 18.4% ... Training loss: 0.253 ... Validation loss: 0.429[[ 0.29310008]
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Progress: 18.4% ... Training loss: 0.253 ... Validation loss: 0.429[[ 0.29927003]
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[[ 0.04175502 -0.15444075 0.11043634 ..., -0.151261 0.23386356
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Progress: 18.4% ... Training loss: 0.259 ... Validation loss: 0.438[[ 0.28846201]
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[[ 0.04093725 -0.15366366 0.11253151 ..., -0.15100389 0.23181281
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Progress: 18.4% ... Training loss: 0.255 ... Validation loss: 0.423[[ 0.29295088]
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0.16289727]]
Progress: 18.4% ... Training loss: 0.253 ... Validation loss: 0.427[[ 0.3026088 ]
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0.16286609]]
Progress: 18.4% ... Training loss: 0.263 ... Validation loss: 0.445[[ 0.29187643]
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0.16464456]]
Progress: 18.4% ... Training loss: 0.252 ... Validation loss: 0.422[[ 0.3021489 ]
[-0.27543569]
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[ 0.37465597]
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[[ 0.04104105 -0.15382447 0.1121363 ..., -0.15105281 0.2326154
-0.14680963]
[ 0.0424447 0.04466649 0.09324471 ..., -0.24619873 0.00492483
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[ 0.04604034 -0.01197972 -0.08025055 ..., 0.04225677 0.56240027
0.16255498]]
Progress: 18.4% ... Training loss: 0.266 ... Validation loss: 0.440[[ 0.28801581]
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[[ 0.04114947 -0.15386949 0.11181444 ..., -0.15108705 0.23300399
-0.1473701 ]
[ 0.04258778 0.04453522 0.09295779 ..., -0.24624072 0.00535559
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[ 0.04562323 -0.01155491 -0.0793546 ..., 0.0423814 0.5617001
0.16331639]]
Progress: 18.4% ... Training loss: 0.254 ... Validation loss: 0.422[[ 0.28554825]
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[[ 0.04105042 -0.15375597 0.11228103 ..., -0.15105237 0.23301305
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[ 0.04258021 0.04454304 0.09296972 ..., -0.24623786 0.00533936
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[ 0.04533023 -0.01121785 -0.07871658 ..., 0.04249838 0.5616349
0.16386429]]
Progress: 18.4% ... Training loss: 0.256 ... Validation loss: 0.423[[ 0.29075269]
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[ 0.04495613 -0.0108285 -0.07754997 ..., 0.04264397 0.56136839
0.16498307]]
Progress: 18.4% ... Training loss: 0.254 ... Validation loss: 0.421[[ 0.28353855]
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[ 0.36145327]
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[[ 0.04073516 -0.15349913 0.11337861 ..., -0.15095817 0.23283638
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[ 0.04245739 0.04465315 0.09322574 ..., -0.24619709 0.00497537
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[ 0.04517432 -0.01104988 -0.07821656 ..., 0.04257457 0.56230983
0.16429486]]
Progress: 18.4% ... Training loss: 0.261 ... Validation loss: 0.428[[ 0.29139942]
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[ 1.66174926]
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[[ 0.0414075 -0.15414867 0.11162398 ..., -0.1511848 0.23494557
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[ 0.0423062 0.04481709 0.0935533 ..., -0.24614514 0.00456886
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[ 0.04575946 -0.01163232 -0.07989796 ..., 0.04236782 0.56415265
0.16240057]]
Progress: 18.4% ... Training loss: 0.254 ... Validation loss: 0.421[[ 0.29820907]
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[[ 0.04211899 -0.15487968 0.10984072 ..., -0.15141806 0.23674287
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[ 0.04232414 0.04479958 0.09350685 ..., -0.24615186 0.00463034
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[ 0.04597915 -0.01184311 -0.08047317 ..., 0.04229562 0.56479257
0.16195535]]
Progress: 18.4% ... Training loss: 0.261 ... Validation loss: 0.434[[ 0.28516691]
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[[ 0.04139187 -0.15412523 0.11180156 ..., -0.15117843 0.23500046
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[ 0.04591556 -0.0117703 -0.08031463 ..., 0.04231652 0.56501239
0.16206164]]
Progress: 18.4% ... Training loss: 0.255 ... Validation loss: 0.424[[ 0.28994121]
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[[ 0.04194735 -0.15467538 0.11040345 ..., -0.15137179 0.23697923
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[ 0.04611521 -0.01194347 -0.08079591 ..., 0.04224463 0.56612147
0.16136613]]
Progress: 18.5% ... Training loss: 0.253 ... Validation loss: 0.421[[ 0.28408557]
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[[ 0.04163934 -0.15436827 0.11133483 ..., -0.15126872 0.23573719
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[ 0.04218336 0.04493617 0.09371133 ..., -0.24610852 0.00442932
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[ 0.04567249 -0.01149048 -0.07972891 ..., 0.04239272 0.56503625
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Progress: 18.5% ... Training loss: 0.255 ... Validation loss: 0.424[[ 0.29035821]
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[[ 0.04147398 -0.15419586 0.11208556 ..., -0.1512205 0.2350699
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[ 0.04550797 -0.01131959 -0.07926985 ..., 0.04245399 0.5647739
0.16290423]]
Progress: 18.5% ... Training loss: 0.252 ... Validation loss: 0.427[[ 0.28595916]
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[[ 0.04107508 -0.15384817 0.11319416 ..., -0.15111051 0.23388802
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[ 0.04217349 0.04492631 0.09374245 ..., -0.24611735 0.00470979
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[ 0.04563769 -0.01144064 -0.07963576 ..., 0.04241606 0.5652228
0.16249885]]
Progress: 18.5% ... Training loss: 0.255 ... Validation loss: 0.426[[ 0.28939743]
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[[ 0.0414442 -0.15423017 0.11241132 ..., -0.15123592 0.23479751
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[ 0.04205473 0.04505075 0.09401442 ..., -0.24607991 0.00435399
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[ 0.04564781 -0.01144068 -0.07965193 ..., 0.04241683 0.56537528
0.16249675]]
Progress: 18.5% ... Training loss: 0.252 ... Validation loss: 0.427[[ 0.28572619]
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[[ 0.04103074 -0.15380927 0.11342784 ..., -0.15110434 0.23385585
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[ 0.04208567 0.0450204 0.0939379 ..., -0.24608978 0.00445516
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[ 0.04506202 -0.01084464 -0.07818669 ..., 0.04261075 0.56422161
0.16420118]]
Progress: 18.5% ... Training loss: 0.254 ... Validation loss: 0.427[[ 0.28768423]
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[ 0.04551212 -0.01130402 -0.079391 ..., 0.04245259 0.56551891
0.16290724]]
Progress: 18.5% ... Training loss: 0.252 ... Validation loss: 0.426[[ 0.2912175 ]
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[[ 0.04117456 -0.15397013 0.11312511 ..., -0.15116454 0.23444582
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[ 0.04225122 0.04485541 0.09351834 ..., -0.24614291 0.00499861
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[ 0.04536049 -0.01114147 -0.07900891 ..., 0.04251049 0.56588292
0.16332966]]
Progress: 18.5% ... Training loss: 0.252 ... Validation loss: 0.427[[ 0.29307731]
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Progress: 18.5% ... Training loss: 0.254 ... Validation loss: 0.428[[ 0.28430207]
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[ 0.04510324 -0.01087248 -0.07821855 ..., 0.04259711 0.56607558
0.16399154]]
Progress: 18.5% ... Training loss: 0.255 ... Validation loss: 0.424[[ 0.29854425]
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[ 0.04543995 -0.01118079 -0.07911564 ..., 0.04248859 0.5673654
0.16306053]]
Progress: 18.5% ... Training loss: 0.265 ... Validation loss: 0.439[[ 0.28704188]
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[ 0.04512554 -0.01088245 -0.07835427 ..., 0.04258425 0.56658185
0.16378474]]
Progress: 18.5% ... Training loss: 0.253 ... Validation loss: 0.422[[ 0.29501726]
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[ 0.04546071 -0.01119704 -0.0793626 ..., 0.04247381 0.56767942
0.16270892]]
Progress: 18.5% ... Training loss: 0.254 ... Validation loss: 0.429[[ 0.28021463]
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0.16309607]]
Progress: 18.5% ... Training loss: 0.271 ... Validation loss: 0.435[[ 0.29940111]
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[[ 0.0423364 -0.1551731 0.11053884 ..., -0.15169441 0.23766279
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[ 0.0457301 -0.01148521 -0.08025358 ..., 0.04236643 0.56871833
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Progress: 18.5% ... Training loss: 0.272 ... Validation loss: 0.448[[ 0.28876497]
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[ 0.04519141 -0.01096966 -0.07890011 ..., 0.04252558 0.56789719
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Progress: 18.6% ... Training loss: 0.251 ... Validation loss: 0.421[[ 0.28886115]
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Progress: 18.6% ... Training loss: 0.251 ... Validation loss: 0.422[[ 0.29509388]
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[ 0.04164653 0.04545781 0.0948824 ..., -0.24595076 0.00383726
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[ 0.04547033 -0.0112069 -0.0796154 ..., 0.04245128 0.56927133
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Progress: 18.6% ... Training loss: 0.257 ... Validation loss: 0.429[[ 0.28434473]
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[ 0.04536102 -0.01108011 -0.07937397 ..., 0.0424872 0.56941894
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Progress: 18.6% ... Training loss: 0.254 ... Validation loss: 0.421[[ 0.29379752]
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[[ 0.04179454 -0.15469579 0.11226935 ..., -0.15153925 0.23645699
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[ 0.04580495 -0.01152405 -0.08052967 ..., 0.04234296 0.57081359
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Progress: 18.6% ... Training loss: 0.255 ... Validation loss: 0.431[[ 0.29278607]
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[[ 0.04137596 -0.15430022 0.11329498 ..., -0.15139373 0.23528759
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[ 0.04592201 -0.01161864 -0.08087443 ..., 0.04230874 0.57165316
0.1613484 ]]
Progress: 18.6% ... Training loss: 0.252 ... Validation loss: 0.427[[ 0.29401524]
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[ 0.04167661 0.04542739 0.09482415 ..., -0.2459609 0.00395038
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[ 0.04605084 -0.01172961 -0.08118323 ..., 0.04227384 0.57204091
0.16102141]]
Progress: 18.6% ... Training loss: 0.256 ... Validation loss: 0.427[[ 0.28843277]
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[ 0.04166739 0.04543767 0.09485555 ..., -0.24595709 0.00390035
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[ 0.04541922 -0.01112291 -0.07967238 ..., 0.0424691 0.57064336
0.16242054]]
Progress: 18.6% ... Training loss: 0.252 ... Validation loss: 0.420[[ 0.29032345]
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[[ 0.04161709 -0.15450265 0.11281081 ..., -0.15147049 0.2371687
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[ 0.04182019 0.04528119 0.09443344 ..., -0.24600532 0.00439913
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0.16237439]]
Progress: 18.6% ... Training loss: 0.251 ... Validation loss: 0.422[[ 0.28680114]
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[[ 0.04116342 -0.15404247 0.114073 ..., -0.15132387 0.236342
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[ 0.04563188 -0.01130038 -0.0801601 ..., 0.04241278 0.57219041
0.16204267]]
Progress: 18.6% ... Training loss: 0.251 ... Validation loss: 0.419[[ 0.28638005]
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[[ 0.0406758 -0.15353256 0.1154281 ..., -0.15117299 0.23518269
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[ 0.04185997 0.04524156 0.09433406 ..., -0.2460178 0.00449017
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[ 0.04519054 -0.01084822 -0.07889986 ..., 0.04253621 0.57119123
0.16312794]]
Progress: 18.6% ... Training loss: 0.252 ... Validation loss: 0.421[[ 0.2900792 ]
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[[ 0.04110759 -0.15395483 0.11444252 ..., -0.15131725 0.23656598
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[ 0.04188281 0.04521875 0.09427853 ..., -0.24602483 0.00455706
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[ 0.04540064 -0.01105175 -0.07943912 ..., 0.04246222 0.57181048
0.16238175]]
Progress: 18.6% ... Training loss: 0.251 ... Validation loss: 0.421[[ 0.28023074]
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[[ 0.04019256 -0.15305262 0.11683866 ..., -0.15101834 0.23376328
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[ 0.04494729 -0.01058 -0.07830394 ..., 0.04261225 0.5708556
0.16348337]]
Progress: 18.6% ... Training loss: 0.263 ... Validation loss: 0.428[[ 0.29301347]
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[[ 0.04089076 -0.15377603 0.11507652 ..., -0.15126723 0.23591917
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[ 0.04195245 0.04514081 0.09402594 ..., -0.24605062 0.00479368
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[ 0.04520552 -0.01084793 -0.07892873 ..., 0.0425207 0.57160568
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Progress: 18.6% ... Training loss: 0.255 ... Validation loss: 0.427[[ 0.28160667]
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[[ 0.03995246 -0.15285434 0.11751994 ..., -0.1509803 0.23319661
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Progress: 18.6% ... Training loss: 0.258 ... Validation loss: 0.426[[ 0.28954003]
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Progress: 18.7% ... Training loss: 0.252 ... Validation loss: 0.421[[ 0.28594851]
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0.16458118]]
Progress: 18.7% ... Training loss: 0.252 ... Validation loss: 0.420[[ 0.28445039]
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[ 0.04487056 -0.01048503 -0.07808294 ..., 0.04263606 0.57199707
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Progress: 18.7% ... Training loss: 0.254 ... Validation loss: 0.425[[ 0.28568348]
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[[ 0.03931355 -0.15224234 0.11954525 ..., -0.15079173 0.23106574
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[ 0.04498737 -0.01059931 -0.07836533 ..., 0.04259954 0.57232893
0.16377354]]
Progress: 18.7% ... Training loss: 0.253 ... Validation loss: 0.425[[ 0.2925096 ]
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[ 0.04142942 0.04566585 0.09524425 ..., -0.24589506 0.0037681
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[ 0.0451872 -0.01078739 -0.07891468 ..., 0.04253512 0.57308317
0.16310061]]
Progress: 18.7% ... Training loss: 0.253 ... Validation loss: 0.424[[ 0.28761084]
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Progress: 18.7% ... Training loss: 0.251 ... Validation loss: 0.422[[ 0.28105218]
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[ 0.04513555 -0.01069319 -0.07888774 ..., 0.04256558 0.57335612
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Progress: 18.7% ... Training loss: 0.260 ... Validation loss: 0.432[[ 0.28741207]
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[ 0.04512511 -0.01067392 -0.07885727 ..., 0.04257192 0.57355896
0.16329084]]
Progress: 18.7% ... Training loss: 0.251 ... Validation loss: 0.424[[ 0.29254805]
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[ 0.36247452]
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[[ 0.0411783 -0.15410887 0.11501705 ..., -0.15142558 0.23665219
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[ 0.04553193 -0.01105324 -0.08001323 ..., 0.0424304 0.57499957
0.16177408]]
Progress: 18.7% ... Training loss: 0.254 ... Validation loss: 0.426[[ 0.28226797]
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[[ 0.04025585 -0.15324904 0.11739193 ..., -0.15113431 0.23401028
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[ 0.0414385 0.04564681 0.09513301 ..., -0.24590159 0.0040042
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[ 0.0452021 -0.01074109 -0.07915277 ..., 0.04253445 0.57430454
0.16266573]]
Progress: 18.7% ... Training loss: 0.261 ... Validation loss: 0.431[[ 0.29837368]
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[ 0.36564128]
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[[ 0.04127789 -0.15428245 0.11477295 ..., -0.15150843 0.23730893
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[ 0.04585098 -0.01139272 -0.08093105 ..., 0.04229942 0.57661191
0.16080266]]
Progress: 18.7% ... Training loss: 0.262 ... Validation loss: 0.440[[ 0.28491293]
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[[ 0.03994947 -0.1530611 0.11798817 ..., -0.15111616 0.23384426
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[ 0.04147636 0.04561293 0.09498581 ..., -0.24591515 0.00429133
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[ 0.04590292 -0.01144371 -0.08109969 ..., 0.04228437 0.57690537
0.16043054]]
Progress: 18.7% ... Training loss: 0.256 ... Validation loss: 0.426[[ 0.29706406]
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[[ 0.0406751 -0.15380333 0.11614414 ..., -0.15135325 0.23589796
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[ 0.04148013 0.04560906 0.09497645 ..., -0.24591625 0.00429772
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[ 0.04609441 -0.01163952 -0.08162703 ..., 0.04221844 0.57756296
0.15995504]]
Progress: 18.7% ... Training loss: 0.258 ... Validation loss: 0.433[[ 0.29084828]
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[ 0.0454721 -0.01103279 -0.08005585 ..., 0.04241711 0.57624869
0.16147763]]
Progress: 18.7% ... Training loss: 0.251 ... Validation loss: 0.424[[ 0.29318895]
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[ 0.04547113 -0.01103126 -0.08002709 ..., 0.04241114 0.57645541
0.16148407]]
Progress: 18.7% ... Training loss: 0.251 ... Validation loss: 0.425[[ 0.2928155 ]
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[ 0.04538917 -0.01095403 -0.07978814 ..., 0.04243666 0.57635521
0.16182078]]
Progress: 18.8% ... Training loss: 0.251 ... Validation loss: 0.424[[ 0.29741771]
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[[ 0.03982574 -0.15300308 0.11858318 ..., -0.15109245 0.23420403
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[ 0.04531449 -0.01087977 -0.07959626 ..., 0.04246141 0.57632268
0.16206586]]
Progress: 18.8% ... Training loss: 0.256 ... Validation loss: 0.432[[ 0.2949626 ]
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[[ 0.03899337 -0.1522445 0.12059679 ..., -0.15084798 0.23147664
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[ 0.04556119 -0.01110258 -0.08022741 ..., 0.04239221 0.57700439
0.16118914]]
Progress: 18.8% ... Training loss: 0.252 ... Validation loss: 0.426[[ 0.29093832]
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[[ 0.03925326 -0.15252576 0.12011339 ..., -0.15092599 0.23182485
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[ 0.04130848 0.04577498 0.09539916 ..., -0.24586262 0.00389306
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[ 0.04541644 -0.01096742 -0.07981554 ..., 0.0424378 0.57638457
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Progress: 18.8% ... Training loss: 0.252 ... Validation loss: 0.424[[ 0.29371754]
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[[ 0.03937861 -0.15257882 0.11989257 ..., -0.15095371 0.23268066
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[ 0.04138157 0.04571095 0.09516782 ..., -0.24588418 0.00420983
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[ 0.04559831 -0.01112468 -0.0803533 ..., 0.04237818 0.57725993
0.16121148]]
Progress: 18.8% ... Training loss: 0.251 ... Validation loss: 0.425[[ 0.29505735]
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[[ 0.03906726 -0.15228123 0.1208774 ..., -0.15083981 0.23181651
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[ 0.04603905 -0.01152465 -0.0815719 ..., 0.04224099 0.57881376
0.16002326]]
Progress: 18.8% ... Training loss: 0.252 ... Validation loss: 0.426[[ 0.28606364]
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[[ 0.03858178 -0.15184552 0.12214451 ..., -0.15069135 0.23031372
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[ 0.04147978 0.04562309 0.09497327 ..., -0.2459146 0.00453154
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[ 0.04539499 -0.01090945 -0.07997852 ..., 0.04244895 0.57732064
0.16176318]]
Progress: 18.8% ... Training loss: 0.262 ... Validation loss: 0.428[[ 0.29867595]
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[ 0.04147978 0.04562309 0.09497327 ..., -0.2459146 0.00453154
0.11195439]
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[ 0.04629411 -0.01179747 -0.08239687 ..., 0.04212398 0.58034241
0.15904557]]
Progress: 18.8% ... Training loss: 0.256 ... Validation loss: 0.436[[ 0.29669441]
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[ 1.6582624 ]
[ 0.3618133 ]
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[[ 0.03890553 -0.15213541 0.1213706 ..., -0.1508103 0.23204817
-0.13595922]
[ 0.04153003 0.04557808 0.09481559 ..., -0.24592771 0.00466543
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[ 0.04613395 -0.01163936 -0.08209042 ..., 0.0421798 0.58036152
0.15933887]]
Progress: 18.8% ... Training loss: 0.253 ... Validation loss: 0.434[[ 0.29333881]
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[ 1.65984643]
[ 0.35988597]
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[[ 0.03847407 -0.1517315 0.12251822 ..., -0.15068135 0.23149133
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[ 0.04170673 0.04541481 0.09438268 ..., -0.24598218 0.00525096
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[ 0.04554781 -0.0110784 -0.08053332 ..., 0.04236133 0.57948288
0.16085463]]
Progress: 18.8% ... Training loss: 0.251 ... Validation loss: 0.426[[ 0.29228182]
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[ 0.35950632]
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[[ 0.03878502 -0.15200078 0.12174812 ..., -0.15076972 0.23258608
-0.13575287]
[ 0.04191253 0.04521875 0.09384145 ..., -0.2460493 0.00589318
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-0.24667966]
[ 0.04585813 -0.01137825 -0.08134329 ..., 0.04226863 0.58069761
0.16001633]]
Progress: 18.8% ... Training loss: 0.251 ... Validation loss: 0.424[[ 0.29060675]
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[ 0.35828744]
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[[ 0.03868544 -0.15185182 0.12205331 ..., -0.15071554 0.23265501
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[ 0.04205638 0.0450808 0.09345869 ..., -0.24609386 0.00637713
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[ 0.04594773 -0.01144394 -0.08146743 ..., 0.04224712 0.58151511
0.15971807]]
Progress: 18.8% ... Training loss: 0.250 ... Validation loss: 0.422[[ 0.2918923 ]
[-0.27928269]
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[ 1.66042342]
[ 0.35974074]
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[[ 0.03920578 -0.15235636 0.12091489 ..., -0.15087093 0.23449249
-0.13706167]
[ 0.04210246 0.0450367 0.09332951 ..., -0.24610916 0.00652828
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-0.24602656]
[ 0.04578861 -0.01127403 -0.08105181 ..., 0.04230806 0.58140007
0.16006055]]
Progress: 18.8% ... Training loss: 0.250 ... Validation loss: 0.424[[ 0.29260364]
[-0.27877537]
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[ 1.65595151]
[ 0.35980328]
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[[ 0.03895699 -0.15208927 0.12172027 ..., -0.15078158 0.23352779
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[ 0.04216977 0.04498438 0.09315786 ..., -0.24612977 0.00683455
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[ 0.0457264 -0.01120062 -0.08085244 ..., 0.04234501 0.58174104
0.16027306]]
Progress: 18.8% ... Training loss: 0.251 ... Validation loss: 0.427[[ 0.2947726 ]
[-0.27620044]
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[[ 0.03913759 -0.15227566 0.12139957 ..., -0.15082417 0.23387599
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[ 0.04216893 0.04498517 0.09315992 ..., -0.24612949 0.00683253
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[ 0.04546222 -0.01091575 -0.08022402 ..., 0.0424414 0.58136941
0.16086459]]
Progress: 18.8% ... Training loss: 0.252 ... Validation loss: 0.432[[ 0.29189724]
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[[ 0.03931708 -0.1524293 0.12115397 ..., -0.15088035 0.23439196
-0.1369816 ]
[ 0.04189915 0.04524159 0.09375585 ..., -0.24604157 0.00611509
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[ 0.04555468 -0.01099633 -0.08044851 ..., 0.04239485 0.58204337
0.16068254]]
Progress: 18.9% ... Training loss: 0.251 ... Validation loss: 0.427[[ 0.28978375]
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[[ 0.03948881 -0.15261145 0.12060158 ..., -0.15091938 0.23484195
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[ 0.04191086 0.04523558 0.09366385 ..., -0.24604496 0.00625375
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[ 0.04560845 -0.01102376 -0.08062512 ..., 0.04238705 0.58246456
0.16025675]]
Progress: 18.9% ... Training loss: 0.252 ... Validation loss: 0.425[[ 0.29315727]
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[[ 0.03953921 -0.15268222 0.12054065 ..., -0.150948 0.23515055
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[ 0.04183195 0.04531232 0.09378525 ..., -0.24601676 0.00605113
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[ 0.04541385 -0.0108206 -0.08020135 ..., 0.04245771 0.58228715
0.16070821]]
Progress: 18.9% ... Training loss: 0.251 ... Validation loss: 0.426[[ 0.28330522]
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[[ 0.03899498 -0.1521714 0.12201522 ..., -0.150764 0.23341377
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[ 0.04184813 0.04529694 0.09374875 ..., -0.24602162 0.00609981
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[ 0.0455371 -0.01094832 -0.08055253 ..., 0.04242056 0.58277396
0.16037103]]
Progress: 18.9% ... Training loss: 0.266 ... Validation loss: 0.432[[ 0.29214998]
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[[ 0.03977893 -0.15296699 0.11986258 ..., -0.15106493 0.23577714
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[ 0.04184303 0.04530047 0.09376402 ..., -0.24602037 0.00607496
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[ 0.04582596 -0.01123328 -0.08134809 ..., 0.04232079 0.58374681
0.15970082]]
Progress: 18.9% ... Training loss: 0.252 ... Validation loss: 0.426[[ 0.29529333]
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[[ 0.03993307 -0.15314784 0.11952799 ..., -0.15110983 0.23632658
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[ 0.04201486 0.04513808 0.09333912 ..., -0.246073 0.00657006
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[ 0.0458451 -0.01125573 -0.08134056 ..., 0.04231132 0.58399048
0.15976171]]
Progress: 18.9% ... Training loss: 0.252 ... Validation loss: 0.429[[ 0.28694197]
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[[ 0.03911221 -0.15238334 0.12173115 ..., -0.15084954 0.23414927
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[ 0.04203358 0.04512232 0.09330062 ..., -0.24607837 0.00661795
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[ 0.04550547 -0.01093299 -0.08038259 ..., 0.04241677 0.58374251
0.16080199]]
Progress: 18.9% ... Training loss: 0.259 ... Validation loss: 0.425[[ 0.30156753]
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[[ 0.0397697 -0.15304706 0.11998446 ..., -0.15107784 0.23584144
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[ 0.04214991 0.0450054 0.0930005 ..., -0.24612062 0.00701709
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[ 0.04563446 -0.01106469 -0.08070666 ..., 0.04237265 0.58415572
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Progress: 18.9% ... Training loss: 0.262 ... Validation loss: 0.442[[ 0.29378774]
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[[ 0.0397217 -0.15297109 0.12004644 ..., -0.15105655 0.23597675
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[ 0.04523717 -0.01067117 -0.0797993 ..., 0.04249096 0.58338357
0.16122841]]
Progress: 18.9% ... Training loss: 0.251 ... Validation loss: 0.423[[ 0.2933145 ]
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[ 0.04224534 0.04491912 0.09272683 ..., -0.2461523 0.0074436
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0.16190211]]
Progress: 18.9% ... Training loss: 0.251 ... Validation loss: 0.423[[ 0.30043716]
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[[ 0.04128581 -0.15442377 0.11623273 ..., -0.15155982 0.24055256
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[ 0.0449077 -0.01031973 -0.07885732 ..., 0.04260665 0.58294516
0.16198675]]
Progress: 18.9% ... Training loss: 0.266 ... Validation loss: 0.445[[ 0.27773959]
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[ 0.34849457]
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[[ 0.03938589 -0.15266047 0.12094225 ..., -0.15099714 0.23583805
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[ 0.04214064 0.04502206 0.09297601 ..., -0.24611985 0.00713474
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[ 0.04447505 -0.0099072 -0.07776651 ..., 0.04273712 0.58240309
0.16304971]]
Progress: 18.9% ... Training loss: 0.280 ... Validation loss: 0.437[[ 0.29643435]
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[[ 0.04025033 -0.15357809 0.11863661 ..., -0.15135262 0.23843136
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[ 0.04453735 -0.00996112 -0.07792383 ..., 0.04270681 0.58284364
0.16280762]]
Progress: 18.9% ... Training loss: 0.256 ... Validation loss: 0.433[[ 0.27667274]
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[[ 0.03899259 -0.15235291 0.12178687 ..., -0.15095441 0.23478577
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[ 0.04220162 0.04495812 0.09282883 ..., -0.24614508 0.00739968
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[ 0.044377 -0.00978857 -0.07756709 ..., 0.04276314 0.58279261
0.16322618]]
Progress: 18.9% ... Training loss: 0.280 ... Validation loss: 0.437[[ 0.29109943]
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0.16288892]]
Progress: 18.9% ... Training loss: 0.251 ... Validation loss: 0.422[[ 0.29269817]
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[[ 0.04063824 -0.15409026 0.11760991 ..., -0.15154904 0.2404057
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[ 0.04443617 -0.00983594 -0.07767788 ..., 0.04273631 0.58386532
0.16327614]]
Progress: 19.0% ... Training loss: 0.253 ... Validation loss: 0.425[[ 0.28855809]
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[[ 0.04024332 -0.15368122 0.11861164 ..., -0.15141885 0.23967179
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[ 0.04472461 -0.01010291 -0.07849296 ..., 0.042649 0.58498884
0.16243655]]
Progress: 19.0% ... Training loss: 0.251 ... Validation loss: 0.418[[ 0.29463417]
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[[ 0.0410203 -0.15442614 0.11671962 ..., -0.1516624 0.24219722
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[ 0.04548335 -0.01084406 -0.08057892 ..., 0.04240803 0.58709593
0.16012212]]
Progress: 19.0% ... Training loss: 0.262 ... Validation loss: 0.428[[ 0.2764467 ]
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[[ 0.04018623 -0.15363535 0.11889588 ..., -0.15142259 0.23980919
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[ 0.04504731 -0.01041576 -0.0796 ..., 0.04252274 0.58597083
0.16100432]]
Progress: 19.0% ... Training loss: 0.267 ... Validation loss: 0.427[[ 0.28377782]
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[[ 0.04039148 -0.15384796 0.11851226 ..., -0.15149364 0.24055986
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[ 0.04275616 0.04438199 0.09144284 ..., -0.24634253 0.00924983
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[ 0.04463134 -0.00996888 -0.07846297 ..., 0.04268319 0.58519496
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Progress: 19.0% ... Training loss: 0.253 ... Validation loss: 0.418[[ 0.28756276]
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[[ 0.04002946 -0.1534758 0.1196064 ..., -0.15136584 0.23973229
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[ 0.04423382 -0.00955539 -0.07742205 ..., 0.04282642 0.58436496
0.16344033]]
Progress: 19.0% ... Training loss: 0.250 ... Validation loss: 0.417[[ 0.29186174]
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[[ 0.04006658 -0.15356861 0.11958236 ..., -0.15139292 0.23937611
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[ 0.04276136 0.04437376 0.09141546 ..., -0.24634639 0.00927317
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[ 0.04435336 -0.0096624 -0.07780085 ..., 0.04278115 0.58485512
0.1630457 ]]
Progress: 19.0% ... Training loss: 0.250 ... Validation loss: 0.424[[ 0.29118319]
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[ 0.04421496 -0.00950908 -0.0774772 ..., 0.04283516 0.58473031
0.1633351 ]]
Progress: 19.0% ... Training loss: 0.250 ... Validation loss: 0.426[[ 0.28752828]
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[ 0.04395238 -0.00924261 -0.07688343 ..., 0.04291605 0.58427477
0.1640588 ]]
Progress: 19.0% ... Training loss: 0.251 ... Validation loss: 0.423[[ 0.29808213]
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[[ 0.03939055 -0.15298208 0.1217535 ..., -0.15119399 0.23786568
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[ 0.0428867 0.04425855 0.09101777 ..., -0.24638619 0.00978671
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0.16398422]]
Progress: 19.0% ... Training loss: 0.260 ... Validation loss: 0.441[[ 0.28910609]
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[ 0.04407522 -0.00934505 -0.07720215 ..., 0.04289529 0.5853752
0.16392906]]
Progress: 19.0% ... Training loss: 0.250 ... Validation loss: 0.421[[ 0.28635239]
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0.16473817]]
Progress: 19.0% ... Training loss: 0.250 ... Validation loss: 0.418[[ 0.2833032 ]
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[[ 0.03905868 -0.15254046 0.12266968 ..., -0.15104531 0.23799733
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[ 0.04375836 -0.00899211 -0.07631319 ..., 0.04301135 0.5857016
0.16507107]]
Progress: 19.0% ... Training loss: 0.255 ... Validation loss: 0.420[[ 0.29338877]
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[ 0.04457004 -0.00980534 -0.07859502 ..., 0.04273168 0.5879634
0.16262921]]
Progress: 19.0% ... Training loss: 0.258 ... Validation loss: 0.429[[ 0.28667935]
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0.16333003]]
Progress: 19.0% ... Training loss: 0.251 ... Validation loss: 0.415[[ 0.28379483]
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[ 0.04438194 -0.009611 -0.07828155 ..., 0.04279468 0.58814824
0.16299247]]
Progress: 19.1% ... Training loss: 0.252 ... Validation loss: 0.414[[ 0.28462813]
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[ 0.04418496 -0.00940116 -0.07764769 ..., 0.04285723 0.5879842
0.16354931]]
Progress: 19.1% ... Training loss: 0.252 ... Validation loss: 0.415[[ 0.27746237]
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[ 0.043736 -0.00895928 -0.07638231 ..., 0.04300126 0.58700461
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Progress: 19.1% ... Training loss: 0.274 ... Validation loss: 0.438[[ 0.30290943]
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[[ 0.03916495 -0.15274663 0.12231156 ..., -0.15117929 0.23872001
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[ 0.04287288 0.04427106 0.09105247 ..., -0.24639721 0.01019143
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[ 0.04439237 -0.00967154 -0.07809785 ..., 0.04275864 0.58874592
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Progress: 19.1% ... Training loss: 0.276 ... Validation loss: 0.457[[ 0.28507749]
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[[ 0.03768833 -0.1514324 0.12591335 ..., -0.15079767 0.23457122
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0.16471071]]
Progress: 19.1% ... Training loss: 0.257 ... Validation loss: 0.423[[ 0.30378779]
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[[ 0.03899747 -0.15273951 0.12251124 ..., -0.1512301 0.23830747
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[ 0.04273905 0.04439874 0.09134902 ..., -0.24636201 0.00984948
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[ 0.04426755 -0.00959648 -0.07783155 ..., 0.04275765 0.58924958
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Progress: 19.1% ... Training loss: 0.281 ... Validation loss: 0.456[[ 0.28816206]
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[ 0.04450238 -0.00978543 -0.07849775 ..., 0.04269994 0.58990413
0.16226909]]
Progress: 19.1% ... Training loss: 0.251 ... Validation loss: 0.419[[ 0.29183134]
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Progress: 19.1% ... Training loss: 0.250 ... Validation loss: 0.420[[ 0.28521208]
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Progress: 19.1% ... Training loss: 0.254 ... Validation loss: 0.420[[ 0.29434645]
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[ 0.04506147 -0.01029034 -0.08000417 ..., 0.04253755 0.59251061
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Progress: 19.1% ... Training loss: 0.252 ... Validation loss: 0.425[[ 0.29165712]
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[ 0.04497363 -0.010197 -0.07980045 ..., 0.04257061 0.59264353
0.16077444]]
Progress: 19.1% ... Training loss: 0.250 ... Validation loss: 0.421[[ 0.2969491 ]
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[ 0.04502968 -0.010239 -0.07998863 ..., 0.0425632 0.59305936
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Progress: 19.1% ... Training loss: 0.257 ... Validation loss: 0.429[[ 0.28591781]
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[ 0.04451978 -0.00973883 -0.07893323 ..., 0.04272149 0.59207605
0.16180432]]
Progress: 19.1% ... Training loss: 0.253 ... Validation loss: 0.419[[ 0.29007553]
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0.16106433]]
Progress: 19.1% ... Training loss: 0.249 ... Validation loss: 0.418[[ 0.28785116]
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Progress: 19.1% ... Training loss: 0.250 ... Validation loss: 0.418[[ 0.29000064]
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0.16028623]]
Progress: 19.2% ... Training loss: 0.250 ... Validation loss: 0.418[[ 0.2845564 ]
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Progress: 19.2% ... Training loss: 0.253 ... Validation loss: 0.419[[ 0.29137578]
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Progress: 19.2% ... Training loss: 0.251 ... Validation loss: 0.422[[ 0.28716032]
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Progress: 19.2% ... Training loss: 0.250 ... Validation loss: 0.418[[ 0.28447182]
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Progress: 19.2% ... Training loss: 0.252 ... Validation loss: 0.419[[ 0.29464823]
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Progress: 19.2% ... Training loss: 0.257 ... Validation loss: 0.428[[ 0.28491088]
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[ 0.04533441 -0.01035986 -0.08143803 ..., 0.04249777 0.59733742
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Progress: 19.2% ... Training loss: 0.250 ... Validation loss: 0.416[[ 0.28571531]
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Progress: 19.2% ... Training loss: 0.249 ... Validation loss: 0.417[[ 0.29879969]
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[ 0.04330453 0.04388408 0.09004927 ..., -0.24654455 0.01236613
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Progress: 19.2% ... Training loss: 0.274 ... Validation loss: 0.449[[ 0.28014394]
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0.1597646 ]]
Progress: 19.2% ... Training loss: 0.258 ... Validation loss: 0.426[[ 0.29363092]
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0.15611874]]
Progress: 19.2% ... Training loss: 0.258 ... Validation loss: 0.433[[ 0.27862443]
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[ 0.04574905 -0.01085 -0.08285286 ..., 0.04229384 0.60085962
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Progress: 19.2% ... Training loss: 0.258 ... Validation loss: 0.425[[ 0.28113338]
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[ 0.04525608 -0.01032505 -0.0815228 ..., 0.04246674 0.60007281
0.15877824]]
Progress: 19.2% ... Training loss: 0.251 ... Validation loss: 0.421[[ 0.28837002]
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[ 0.04537519 -0.01041611 -0.08181513 ..., 0.04244166 0.60091406
0.15821182]]
Progress: 19.2% ... Training loss: 0.252 ... Validation loss: 0.426[[ 0.27517934]
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Progress: 19.2% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.29380907]
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[ 0.04573003 -0.01078445 -0.08287219 ..., 0.04231343 0.60211417
0.15707926]]
Progress: 19.3% ... Training loss: 0.272 ... Validation loss: 0.444[[ 0.28856008]
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[ 0.04339258 0.04378278 0.08966604 ..., -0.24658198 0.01275276
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Progress: 19.3% ... Training loss: 0.255 ... Validation loss: 0.426[[ 0.26996963]
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[ 0.04575784 -0.01078729 -0.08293513 ..., 0.04231227 0.60254011
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Progress: 19.3% ... Training loss: 0.276 ... Validation loss: 0.442[[ 0.28619931]
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Progress: 19.3% ... Training loss: 0.252 ... Validation loss: 0.422[[ 0.28626523]
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[[ 0.03794179 -0.1517236 0.12633049 ..., -0.15107976 0.23834202
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Progress: 19.3% ... Training loss: 0.254 ... Validation loss: 0.422[[ 0.28076386]
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0.1578755 ]]
Progress: 19.3% ... Training loss: 0.249 ... Validation loss: 0.416[[ 0.28132036]
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[ 0.0455231 -0.0105027 -0.08244032 ..., 0.04239382 0.60359412
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Progress: 19.3% ... Training loss: 0.249 ... Validation loss: 0.417[[ 0.28786768]
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Progress: 19.3% ... Training loss: 0.256 ... Validation loss: 0.424[[ 0.29103565]
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[ 0.04591956 -0.0108736 -0.08352008 ..., 0.04226454 0.60539645
0.15674132]]
Progress: 19.3% ... Training loss: 0.262 ... Validation loss: 0.428[[ 0.28422554]
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0.15685441]]
Progress: 19.3% ... Training loss: 0.250 ... Validation loss: 0.415[[ 0.27527041]
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[ 0.04553272 -0.01046811 -0.08280113 ..., 0.0423975 0.60525615
0.15749474]]
Progress: 19.3% ... Training loss: 0.258 ... Validation loss: 0.419[[ 0.28586384]
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[ 0.0458139 -0.01076567 -0.08356626 ..., 0.04229726 0.60601586
0.1566769 ]]
Progress: 19.3% ... Training loss: 0.251 ... Validation loss: 0.416[[ 0.27412836]
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[ 0.04519585 -0.01014683 -0.08196277 ..., 0.042499 0.60439268
0.15833545]]
Progress: 19.3% ... Training loss: 0.264 ... Validation loss: 0.425[[ 0.28903351]
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[[ 0.03879674 -0.15273534 0.12473149 ..., -0.1514435 0.24200659
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[ 0.04540535 -0.01037941 -0.08249612 ..., 0.04241145 0.60544182
0.15770354]]
Progress: 19.3% ... Training loss: 0.251 ... Validation loss: 0.420[[ 0.28846904]
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[ 0.04551346 -0.01047424 -0.08288137 ..., 0.04238004 0.60589699
0.15736467]]
Progress: 19.3% ... Training loss: 0.251 ... Validation loss: 0.420[[ 0.29155011]
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[ 0.04577011 -0.01068774 -0.08371017 ..., 0.0423119 0.60688609
0.15655376]]
Progress: 19.4% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.27438231]
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[ 0.04579721 -0.01070053 -0.08391754 ..., 0.04230736 0.60720894
0.15631399]]
Progress: 19.4% ... Training loss: 0.267 ... Validation loss: 0.429[[ 0.2820684 ]
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Progress: 19.4% ... Training loss: 0.249 ... Validation loss: 0.416[[ 0.28603724]
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Progress: 19.4% ... Training loss: 0.250 ... Validation loss: 0.418[[ 0.27105841]
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[[ 0.03893591 -0.15288197 0.12498851 ..., -0.1515017 0.24354699
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[ 0.04594401 -0.01082183 -0.08427689 ..., 0.04227139 0.60929435
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Progress: 19.4% ... Training loss: 0.278 ... Validation loss: 0.438[[ 0.29002564]
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[[ 0.04007204 -0.15409133 0.12198228 ..., -0.15192908 0.24754846
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[ 0.04628405 -0.01118789 -0.08526694 ..., 0.04214379 0.61028598
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Progress: 19.4% ... Training loss: 0.257 ... Validation loss: 0.434[[ 0.28141468]
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[[ 0.03935481 -0.15336146 0.12377405 ..., -0.15172138 0.24597509
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[ 0.04588457 -0.01078371 -0.08429735 ..., 0.04226711 0.60959427
0.15541683]]
Progress: 19.4% ... Training loss: 0.249 ... Validation loss: 0.419[[ 0.28271522]
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[[ 0.03911351 -0.15311732 0.12455317 ..., -0.15164758 0.24518248
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[ 0.04604944 -0.0109328 -0.08482711 ..., 0.0422169 0.61037284
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Progress: 19.4% ... Training loss: 0.250 ... Validation loss: 0.421[[ 0.2827468 ]
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0.15486069]]
Progress: 19.4% ... Training loss: 0.250 ... Validation loss: 0.421[[ 0.27888797]
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[ 0.04298388 0.04420101 0.09064256 ..., -0.2464927 0.01296648
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0.15508442]]
Progress: 19.4% ... Training loss: 0.256 ... Validation loss: 0.425[[ 0.28430238]
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[[ 0.03763231 -0.15163988 0.12867789 ..., -0.15118851 0.24156908
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[ 0.04616578 -0.01102201 -0.08497556 ..., 0.04218516 0.61205518
0.15513297]]
Progress: 19.4% ... Training loss: 0.251 ... Validation loss: 0.423[[ 0.28316025]
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[[ 0.03725662 -0.15125222 0.12972004 ..., -0.15106121 0.24062026
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[ 0.04303446 0.04414462 0.090523 ..., -0.24651042 0.01318326
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[ 0.04614041 -0.01099155 -0.08493824 ..., 0.04219753 0.61216666
0.15517648]]
Progress: 19.4% ... Training loss: 0.250 ... Validation loss: 0.422[[ 0.28292734]
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[ 0.35322136]
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[ 0.04579389 -0.01061428 -0.08398885 ..., 0.04232048 0.61166572
0.15600883]]
Progress: 19.4% ... Training loss: 0.250 ... Validation loss: 0.422[[ 0.28205841]
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[ 0.04314261 0.04404414 0.09016172 ..., -0.2465404 0.0137027
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[ 0.04535972 -0.0101762 -0.08276894 ..., 0.04246387 0.61085333
0.15723065]]
Progress: 19.4% ... Training loss: 0.249 ... Validation loss: 0.422[[ 0.29427632]
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[ 0.0452126 -0.01000809 -0.08233442 ..., 0.04251621 0.6111589
0.15741595]]
Progress: 19.4% ... Training loss: 0.271 ... Validation loss: 0.442[[ 0.27852659]
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[ 0.04511656 -0.00990177 -0.08218694 ..., 0.0425492 0.6113167
0.15756732]]
Progress: 19.5% ... Training loss: 0.253 ... Validation loss: 0.423[[ 0.27626196]
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[ 0.04500847 -0.00978102 -0.08205316 ..., 0.04258159 0.61129543
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Progress: 19.5% ... Training loss: 0.258 ... Validation loss: 0.430[[ 0.28105826]
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[[ 0.03680934 -0.15078563 0.13118632 ..., -0.15092042 0.23985876
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[ 0.04496845 -0.0097291 -0.08198147 ..., 0.04260167 0.61149066
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Progress: 19.5% ... Training loss: 0.252 ... Validation loss: 0.425[[ 0.28681819]
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[[ 0.03691697 -0.15093043 0.13080709 ..., -0.15094812 0.23992849
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[ 0.04325406 0.04391151 0.0898567 ..., -0.24657893 0.014244
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[ 0.04548888 -0.01024525 -0.0833566 ..., 0.04243822 0.61342715
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Progress: 19.5% ... Training loss: 0.250 ... Validation loss: 0.427[[ 0.2854412 ]
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[ 0.04524684 -0.00999201 -0.08270663 ..., 0.04252237 0.61295993
0.15676037]]
Progress: 19.5% ... Training loss: 0.249 ... Validation loss: 0.425[[ 0.28447599]
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[[ 0.03683023 -0.15086496 0.13118871 ..., -0.15091285 0.2400145
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[ 0.04572364 -0.01044963 -0.08397683 ..., 0.04236611 0.61426728
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Progress: 19.5% ... Training loss: 0.251 ... Validation loss: 0.426[[ 0.29549052]
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[[ 0.03749939 -0.15153602 0.12947664 ..., -0.15113243 0.24229914
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[ 0.04590744 -0.01063196 -0.08446668 ..., 0.04230863 0.61492351
0.15496308]]
Progress: 19.5% ... Training loss: 0.264 ... Validation loss: 0.447[[ 0.2727987 ]
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[[ 0.0355802 -0.149753 0.13441141 ..., -0.15058672 0.23719164
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[ 0.04496509 -0.00974195 -0.08202343 ..., 0.04257856 0.61319272
0.1576314 ]]
Progress: 19.5% ... Training loss: 0.284 ... Validation loss: 0.446[[ 0.29419365]
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[[ 0.0371386 -0.15140144 0.1303335 ..., -0.1511647 0.24241512
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[ 0.04491867 -0.00966033 -0.08190582 ..., 0.04260614 0.61359675
0.1576643 ]]
Progress: 19.5% ... Training loss: 0.262 ... Validation loss: 0.440[[ 0.28109466]
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[ 0.35055031]
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[[ 0.03595502 -0.15032241 0.1332267 ..., -0.1508279 0.23888802
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[ 0.04351191 0.043645 0.0892066 ..., -0.24667022 0.01506738
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[ 0.04496335 -0.00968846 -0.08209102 ..., 0.04260429 0.61400409
0.15741977]]
Progress: 19.5% ... Training loss: 0.254 ... Validation loss: 0.424[[ 0.286244 ]
[-0.27752459]
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[[ 0.03607271 -0.15042002 0.13271905 ..., -0.15085732 0.23976172
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[ 0.04375111 0.04340447 0.08855539 ..., -0.24674733 0.01587864
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[ 0.04524573 -0.00993344 -0.082915 ..., 0.04252286 0.61537216
0.15651313]]
Progress: 19.5% ... Training loss: 0.249 ... Validation loss: 0.423[[ 0.28043446]
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[[ 0.0353086 -0.1496405 0.13475432 ..., -0.15061868 0.23824394
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[ 0.04507098 -0.00973494 -0.08245655 ..., 0.04258095 0.61559059
0.15713054]]
Progress: 19.5% ... Training loss: 0.254 ... Validation loss: 0.425[[ 0.29465643]
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[ 1.67115634]
[ 0.36205463]
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[[ 0.03689191 -0.15124137 0.13057632 ..., -0.15113299 0.24270112
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[ 0.04376983 0.0433913 0.08857575 ..., -0.24675352 0.01626325
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[ 0.04566452 -0.01033033 -0.08403145 ..., 0.04239228 0.61740684
0.15526437]]
Progress: 19.5% ... Training loss: 0.265 ... Validation loss: 0.445[[ 0.27734214]
[-0.28528943]
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[ 1.65831978]
[ 0.34552072]
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[[ 0.03514632 -0.14962901 0.13483547 ..., -0.1506488 0.23740142
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[ 0.04365464 0.04350322 0.0888245 ..., -0.24672037 0.01604819
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[ 0.04512417 -0.00980636 -0.08283461 ..., 0.04254782 0.61651942
0.15646605]]
Progress: 19.5% ... Training loss: 0.261 ... Validation loss: 0.427[[ 0.28344885]
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[ 1.66015543]
[ 0.35097046]
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[[ 0.03533629 -0.14981932 0.13430552 ..., -0.15071206 0.23792907
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[ 0.04371389 0.04344219 0.08865962 ..., -0.24674133 0.01627726
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[ 0.04493191 -0.00958912 -0.08239047 ..., 0.04262713 0.61667131
0.15688375]]
Progress: 19.5% ... Training loss: 0.250 ... Validation loss: 0.421[[ 0.28711428]
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[[ 0.03564512 -0.15015663 0.13354195 ..., -0.15082699 0.23832239
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[ 0.04370284 0.04345403 0.08868269 ..., -0.24673811 0.01624455
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[ 0.0452863 -0.00993457 -0.08330689 ..., 0.04251498 0.6178649
0.15584768]]
Progress: 19.6% ... Training loss: 0.249 ... Validation loss: 0.424[[ 0.28382334]
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[[ 0.03553623 -0.15004909 0.13396329 ..., -0.15079295 0.23843504
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[ 0.04374004 0.04341764 0.08858271 ..., -0.24674985 0.01636335
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[ 0.04507319 -0.00970583 -0.08276415 ..., 0.04259086 0.61783168
0.15647304]]
Progress: 19.6% ... Training loss: 0.250 ... Validation loss: 0.422[[ 0.29137358]
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[[ 0.03613049 -0.15061363 0.13243027 ..., -0.15098424 0.24014754
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[ 0.04398184 0.04318123 0.08795314 ..., -0.24682382 0.01720688
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[ 0.04550871 -0.01013937 -0.08398952 ..., 0.04245084 0.61882265
0.15525602]]
Progress: 19.6% ... Training loss: 0.255 ... Validation loss: 0.432[[ 0.28318872]
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[[ 0.03537344 -0.14989304 0.13447721 ..., -0.15076965 0.2374617
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[ 0.04552377 -0.01014799 -0.08407521 ..., 0.04245224 0.61911633
0.15489198]]
Progress: 19.6% ... Training loss: 0.249 ... Validation loss: 0.420[[ 0.28645046]
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[[ 0.03576034 -0.15025629 0.13335659 ..., -0.15089539 0.23900312
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[ 0.0455417 -0.01015168 -0.08412755 ..., 0.04244873 0.6196576
0.15467063]]
Progress: 19.6% ... Training loss: 0.249 ... Validation loss: 0.421[[ 0.28735774]
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[[ 0.03604132 -0.1505213 0.13270027 ..., -0.15098035 0.24012265
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[ 0.04394012 0.04324773 0.08808476 ..., -0.24680596 0.0173419
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[ 0.04580525 -0.01039254 -0.08484728 ..., 0.04238173 0.62071985
0.15401467]]
Progress: 19.6% ... Training loss: 0.250 ... Validation loss: 0.423[[ 0.2721241 ]
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[[ 0.03512391 -0.1496365 0.13527997 ..., -0.15070887 0.23733821
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[ 0.04392928 0.04325884 0.08811723 ..., -0.24680333 0.0173963
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[ 0.04569247 -0.01026899 -0.08454929 ..., 0.04241935 0.62071072
0.15444335]]
Progress: 19.6% ... Training loss: 0.269 ... Validation loss: 0.434[[ 0.28932847]
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[[ 0.0357848 -0.15034185 0.13340146 ..., -0.15094459 0.23961617
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[ 0.04382083 0.04337715 0.08841208 ..., -0.24676599 0.01718905
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[ 0.04589028 -0.01048098 -0.08506207 ..., 0.04234537 0.62147636
0.1538559 ]]
Progress: 19.6% ... Training loss: 0.254 ... Validation loss: 0.427[[ 0.28353207]
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[ 0.04380977 0.04338953 0.08844984 ..., -0.24676284 0.01718614
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[ 0.04579148 -0.01037459 -0.08477316 ..., 0.04237455 0.62155029
0.15409225]]
Progress: 19.6% ... Training loss: 0.248 ... Validation loss: 0.419[[ 0.28694759]
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0.15363228]]
Progress: 19.6% ... Training loss: 0.249 ... Validation loss: 0.422[[ 0.29078268]
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[[ 0.03645255 -0.1510296 0.13212386 ..., -0.15116818 0.24103276
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Progress: 19.6% ... Training loss: 0.255 ... Validation loss: 0.430[[ 0.28005046]
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[[ 0.03525303 -0.14988641 0.1352408 ..., -0.15081644 0.23710896
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[ 0.04421377 0.04299515 0.08747194 ..., -0.24688268 0.01854987
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0.15219706]]
Progress: 19.6% ... Training loss: 0.255 ... Validation loss: 0.423[[ 0.29498383]
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[[ 0.03635092 -0.15098787 0.13248329 ..., -0.15117115 0.24004846
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[ 0.04425463 0.04295295 0.08738671 ..., -0.24689702 0.01868877
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[ 0.04697239 -0.01152685 -0.08797283 ..., 0.04199991 0.62580531
0.15018833]]
Progress: 19.6% ... Training loss: 0.261 ... Validation loss: 0.444[[ 0.2724624 ]
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[ 0.04632831 -0.01092353 -0.08637382 ..., 0.04218615 0.62431274
0.15192711]]
Progress: 19.6% ... Training loss: 0.281 ... Validation loss: 0.440[[ 0.28999268]
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[ 0.04660687 -0.01120805 -0.087178 ..., 0.04208662 0.62544673
0.15107942]]
Progress: 19.6% ... Training loss: 0.251 ... Validation loss: 0.432[[ 0.27806407]
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[[ 0.0358488 -0.15064439 0.13357802 ..., -0.15111858 0.2391433
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0.15215407]]
Progress: 19.7% ... Training loss: 0.257 ... Validation loss: 0.423[[ 0.2903781 ]
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0.15175496]]
Progress: 19.7% ... Training loss: 0.252 ... Validation loss: 0.432[[ 0.27977661]
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[[ 0.03542908 -0.150259 0.13473031 ..., -0.1510148 0.23812312
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0.15299872]]
Progress: 19.7% ... Training loss: 0.256 ... Validation loss: 0.425[[ 0.28730322]
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[ 0.04570759 -0.01029525 -0.08523451 ..., 0.04235542 0.62428991
0.15280272]]
Progress: 19.7% ... Training loss: 0.249 ... Validation loss: 0.427[[ 0.28927397]
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0.15349343]]
Progress: 19.7% ... Training loss: 0.250 ... Validation loss: 0.430[[ 0.27266076]
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0.15389533]]
Progress: 19.7% ... Training loss: 0.283 ... Validation loss: 0.441[[ 0.29633272]
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[[ 0.03605903 -0.15097504 0.13315932 ..., -0.15127135 0.24069713
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Progress: 19.7% ... Training loss: 0.268 ... Validation loss: 0.455[[ 0.29018478]
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[[ 0.03680876 -0.15168553 0.13130027 ..., -0.15147503 0.24255327
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[ 0.04410446 0.04309618 0.0877054 ..., -0.24686376 0.01840282
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[ 0.04569902 -0.01038304 -0.08559824 ..., 0.04229913 0.62640761
0.15253451]]
Progress: 19.7% ... Training loss: 0.252 ... Validation loss: 0.434[[ 0.28500753]
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[[ 0.03642307 -0.15128774 0.1324009 ..., -0.1513737 0.24214029
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[ 0.04417184 0.04303189 0.08753561 ..., -0.24688173 0.0186251
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[ 0.04538358 -0.01005935 -0.08470614 ..., 0.04239351 0.62609407
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Progress: 19.7% ... Training loss: 0.248 ... Validation loss: 0.422[[ 0.2938676 ]
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[ 0.0441527 0.04305413 0.08756724 ..., -0.24687728 0.01864664
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[ 0.04552365 -0.01019173 -0.08518943 ..., 0.04235069 0.6269931
0.15265449]]
Progress: 19.7% ... Training loss: 0.260 ... Validation loss: 0.443[[ 0.29399728]
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[[ 0.03679811 -0.15174048 0.1313778 ..., -0.15151203 0.24276121
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[ 0.04419719 0.04302004 0.08743114 ..., -0.24688881 0.01889799
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[ 0.04529213 -0.00999152 -0.08455452 ..., 0.04240923 0.62635129
0.15343537]]
Progress: 19.7% ... Training loss: 0.260 ... Validation loss: 0.443[[ 0.28026381]
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[ 0.04551582 -0.01019604 -0.08509706 ..., 0.04234833 0.62716111
0.1528171 ]]
Progress: 19.7% ... Training loss: 0.252 ... Validation loss: 0.419[[ 0.28709546]
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0.1531522 ]]
Progress: 19.7% ... Training loss: 0.248 ... Validation loss: 0.428[[ 0.28604141]
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[ 0.04423796 0.04298331 0.08731764 ..., -0.24689881 0.01902892
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[ 0.04515481 -0.00983376 -0.08405759 ..., 0.04246745 0.62692718
0.15402895]]
Progress: 19.7% ... Training loss: 0.249 ... Validation loss: 0.426[[ 0.29234174]
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[ 0.04550879 -0.01019287 -0.0848767 ..., 0.04235298 0.62796924
0.15313148]]
Progress: 19.7% ... Training loss: 0.253 ... Validation loss: 0.446[[ 0.28360593]
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[ 0.35225166]
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[ 0.04552795 -0.01017966 -0.0849282 ..., 0.04235629 0.62865835
0.15306505]]
Progress: 19.8% ... Training loss: 0.250 ... Validation loss: 0.423[[ 0.2948907 ]
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Progress: 19.8% ... Training loss: 0.261 ... Validation loss: 0.448[[ 0.28267288]
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Progress: 19.8% ... Training loss: 0.249 ... Validation loss: 0.419[[ 0.29771441]
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Progress: 19.8% ... Training loss: 0.271 ... Validation loss: 0.460[[ 0.27824773]
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[ 0.0454168 -0.01009735 -0.08474405 ..., 0.04235607 0.62997754
0.15333233]]
Progress: 19.8% ... Training loss: 0.255 ... Validation loss: 0.419[[ 0.29039981]
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[[ 0.03761777 -0.15278607 0.12986523 ..., -0.15190984 0.2453574
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[ 0.04530152 -0.00996788 -0.0844379 ..., 0.04240066 0.63000274
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Progress: 19.8% ... Training loss: 0.252 ... Validation loss: 0.430[[ 0.27873148]
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[ 0.04472212 -0.00939262 -0.08293183 ..., 0.04258494 0.62923258
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Progress: 19.8% ... Training loss: 0.256 ... Validation loss: 0.422[[ 0.28828743]
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[ 0.04508631 -0.00977244 -0.08381492 ..., 0.04246487 0.6306848
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Progress: 19.8% ... Training loss: 0.249 ... Validation loss: 0.425[[ 0.27975445]
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[[ 0.03693017 -0.15210181 0.13167633 ..., -0.1517193 0.24476909
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[ 0.04452891 0.04270337 0.08637787 ..., -0.24699238 0.02047724
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Progress: 19.8% ... Training loss: 0.249 ... Validation loss: 0.418[[ 0.2880158 ]
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[ 0.04442164 0.04281495 0.08660737 ..., -0.246957 0.02021243
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[ 0.04551832 -0.0101915 -0.08509549 ..., 0.0423392 0.63236571
0.15337139]]
Progress: 19.8% ... Training loss: 0.251 ... Validation loss: 0.425[[ 0.28306594]
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[[ 0.03671702 -0.15189169 0.13224825 ..., -0.15166222 0.24445455
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0.15433535]]
Progress: 19.8% ... Training loss: 0.247 ... Validation loss: 0.419[[ 0.27903247]
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[[ 0.03639428 -0.15156282 0.13307909 ..., -0.15156632 0.24309551
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[ 0.04580671 -0.01047385 -0.08576341 ..., 0.04223933 0.63368782
0.15243726]]
Progress: 19.8% ... Training loss: 0.251 ... Validation loss: 0.420[[ 0.28231419]
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[[ 0.0362339 -0.1513708 0.13347016 ..., -0.15150673 0.24257257
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[ 0.04454855 0.0426926 0.08625653 ..., -0.24699484 0.02064398
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[ 0.04586677 -0.01051855 -0.08597693 ..., 0.04221992 0.63430223
0.15217466]]
Progress: 19.8% ... Training loss: 0.247 ... Validation loss: 0.420[[ 0.28955705]
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[[ 0.03658737 -0.15174379 0.13258259 ..., -0.15163733 0.24365433
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[ 0.04456055 0.04268236 0.08623307 ..., -0.2469987 0.0207331
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[ 0.04596631 -0.01064025 -0.08618136 ..., 0.04218248 0.63490763
0.15202865]]
Progress: 19.8% ... Training loss: 0.252 ... Validation loss: 0.431[[ 0.2825811 ]
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[ 0.35273103]
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[[ 0.03671812 -0.15187378 0.13224363 ..., -0.15168004 0.24395757
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[ 0.04560987 -0.01026624 -0.0854016 ..., 0.04228521 0.63441036
0.15263771]]
Progress: 19.8% ... Training loss: 0.248 ... Validation loss: 0.419[[ 0.28113104]
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[ 0.0457257 -0.01035829 -0.08563961 ..., 0.04224867 0.63509713
0.1522583 ]]
Progress: 19.9% ... Training loss: 0.248 ... Validation loss: 0.419[[ 0.2729579 ]
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[ 1.66527226]
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[[ 0.0358749 -0.15095218 0.13464745 ..., -0.15139008 0.24241822
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[ 0.04538828 -0.01000185 -0.08478971 ..., 0.04236591 0.63465139
0.15298834]]
Progress: 19.9% ... Training loss: 0.265 ... Validation loss: 0.430[[ 0.28711904]
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[[ 0.03670507 -0.1518242 0.13269105 ..., -0.15168721 0.24508471
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[ 0.04433402 0.04290661 0.0867272 ..., -0.24692155 0.02011174
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[ 0.04539095 -0.01000434 -0.08477148 ..., 0.04236369 0.63478267
0.15307815]]
Progress: 19.9% ... Training loss: 0.251 ... Validation loss: 0.427[[ 0.28550878]
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[ 0.04593441 -0.01054134 -0.08620723 ..., 0.04218804 0.63627872
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Progress: 19.9% ... Training loss: 0.248 ... Validation loss: 0.424[[ 0.28949382]
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[[ 0.03682813 -0.15193372 0.13218104 ..., -0.15172736 0.24527088
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[ 0.04637207 -0.01094584 -0.08739713 ..., 0.04205662 0.63749783
0.15020931]]
Progress: 19.9% ... Training loss: 0.255 ... Validation loss: 0.433[[ 0.27755099]
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[ 0.04448593 0.04275973 0.08630912 ..., -0.24696822 0.02064093
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[ 0.04609209 -0.0106537 -0.08678199 ..., 0.04215044 0.63750745
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Progress: 19.9% ... Training loss: 0.252 ... Validation loss: 0.422[[ 0.29406305]
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[[ 0.03666046 -0.1518931 0.13240508 ..., -0.15172967 0.24384604
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[ 0.04639205 -0.01097146 -0.08760118 ..., 0.0420401 0.63838205
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Progress: 19.9% ... Training loss: 0.265 ... Validation loss: 0.445[[ 0.27596526]
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[ 0.04589399 -0.01047317 -0.08644738 ..., 0.04219227 0.63754987
0.15086641]]
Progress: 19.9% ... Training loss: 0.257 ... Validation loss: 0.426[[ 0.29329188]
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[ 0.04463545 0.04259869 0.0858849 ..., -0.24702002 0.02127116
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[ 0.04605273 -0.01062708 -0.08688282 ..., 0.0421487 0.63816352
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Progress: 19.9% ... Training loss: 0.266 ... Validation loss: 0.450[[ 0.27469257]
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[ 0.0446245 0.04261303 0.08591886 ..., -0.24701607 0.02129955
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[ 0.04587203 -0.01044732 -0.08643673 ..., 0.04221193 0.63810037
0.15093008]]
Progress: 19.9% ... Training loss: 0.256 ... Validation loss: 0.426[[ 0.28040742]
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[[ 0.03540808 -0.15074315 0.13623665 ..., -0.15141723 0.24167901
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[ 0.04466692 0.04257238 0.08580807 ..., -0.24703082 0.02149416
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[ 0.04612906 -0.01071291 -0.08713106 ..., 0.04211529 0.63944401
0.15015645]]
Progress: 19.9% ... Training loss: 0.248 ... Validation loss: 0.422[[ 0.28736956]
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0.14994957]]
Progress: 19.9% ... Training loss: 0.254 ... Validation loss: 0.427[[ 0.28037901]
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[ 0.0446611 0.042581 0.08583023 ..., -0.24703176 0.02145587
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[ 0.04611162 -0.01068019 -0.08727439 ..., 0.04212538 0.64019342
0.15005159]]
Progress: 19.9% ... Training loss: 0.247 ... Validation loss: 0.419[[ 0.27704042]
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[ 0.04589296 -0.01043176 -0.08668063 ..., 0.04220581 0.64036779
0.1505858 ]]
Progress: 19.9% ... Training loss: 0.250 ... Validation loss: 0.420[[ 0.28695059]
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[ 0.04635525 -0.01090094 -0.08793014 ..., 0.04204745 0.64183232
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Progress: 19.9% ... Training loss: 0.254 ... Validation loss: 0.426[[ 0.27308281]
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[ 0.04565893 -0.01023129 -0.08619811 ..., 0.04225942 0.64035355
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Progress: 20.0% ... Training loss: 0.256 ... Validation loss: 0.423[[ 0.28320871]
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[ 0.04568772 -0.01023946 -0.08639968 ..., 0.04226245 0.64120185
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Progress: 20.0% ... Training loss: 0.249 ... Validation loss: 0.421[[ 0.27776014]
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[ 0.04427147 0.0429702 0.08668357 ..., -0.24690404 0.02060923
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[ 0.0453542 -0.00988346 -0.08547104 ..., 0.0423814 0.64075037
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Progress: 20.0% ... Training loss: 0.248 ... Validation loss: 0.416[[ 0.29022471]
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[ 0.04423325 0.04300933 0.08678732 ..., -0.24689076 0.02048512
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[ 0.04555502 -0.01006795 -0.08607307 ..., 0.04231895 0.64185963
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Progress: 20.0% ... Training loss: 0.264 ... Validation loss: 0.438[[ 0.2747238 ]
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[ 0.04551221 -0.01002343 -0.08599028 ..., 0.04233344 0.64185884
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Progress: 20.0% ... Training loss: 0.251 ... Validation loss: 0.416[[ 0.28350299]
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[ 0.04445519 0.04277725 0.08619053 ..., -0.24696806 0.02124595
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[ 0.04532973 -0.00981695 -0.08543971 ..., 0.04240427 0.6413696
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Progress: 20.0% ... Training loss: 0.253 ... Validation loss: 0.417[[ 0.27493101]
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[ 0.04502183 -0.00950656 -0.08464602 ..., 0.04249018 0.64051229
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Progress: 20.0% ... Training loss: 0.249 ... Validation loss: 0.415[[ 0.28379065]
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[ 0.04530416 -0.0097992 -0.08540312 ..., 0.04240117 0.64141429
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Progress: 20.0% ... Training loss: 0.252 ... Validation loss: 0.421[[ 0.27414471]
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[ 0.04529037 -0.0097797 -0.08533299 ..., 0.04240734 0.64139722
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Progress: 20.0% ... Training loss: 0.253 ... Validation loss: 0.419[[ 0.28808199]
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[ 0.0453389 -0.00983553 -0.08543076 ..., 0.04238833 0.64165238
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Progress: 20.0% ... Training loss: 0.254 ... Validation loss: 0.430[[ 0.28031513]
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[[ 0.03614891 -0.15166169 0.13452117 ..., -0.15179589 0.24370443
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[ 0.04455044 0.04268277 0.08593645 ..., -0.24699791 0.02165698
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[ 0.04557263 -0.01005995 -0.08607373 ..., 0.04231689 0.64226447
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Progress: 20.0% ... Training loss: 0.248 ... Validation loss: 0.419[[ 0.28639229]
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[ 0.04464373 0.04258885 0.08568956 ..., -0.24702922 0.02198377
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[ 0.04541541 -0.00988971 -0.08552677 ..., 0.04237302 0.64240043
0.1509919 ]]
Progress: 20.0% ... Training loss: 0.251 ... Validation loss: 0.424[[ 0.28287855]
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[[ 0.03659281 -0.15213238 0.13354517 ..., -0.15198319 0.24518927
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[ 0.04480366 0.04243139 0.08527103 ..., -0.24708127 0.02253816
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[ 0.04561498 -0.0100672 -0.08603971 ..., 0.04231227 0.64323438
0.15041046]]
Progress: 20.0% ... Training loss: 0.247 ... Validation loss: 0.417[[ 0.27870126]
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[[ 0.03635322 -0.15182952 0.13418045 ..., -0.1518941 0.24414072
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[ 0.04481187 0.04242274 0.08525364 ..., -0.24708395 0.02256459
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[ 0.04582127 -0.01026013 -0.0866727 ..., 0.0422471 0.64392255
0.14952744]]
Progress: 20.0% ... Training loss: 0.248 ... Validation loss: 0.417[[ 0.27788411]
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[[ 0.03597805 -0.1514479 0.13533934 ..., -0.15176486 0.24307642
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[ 0.04485845 0.04237751 0.08512544 ..., -0.24709972 0.02274514
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[ 0.04608955 -0.01052877 -0.08731959 ..., 0.04215221 0.64512247
0.14899474]]
Progress: 20.0% ... Training loss: 0.250 ... Validation loss: 0.418[[ 0.28191276]
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[ 0.04680899 -0.01126131 -0.08921248 ..., 0.0418976 0.64771714
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Progress: 20.1% ... Training loss: 0.247 ... Validation loss: 0.419[[ 0.27925337]
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[ 0.04661423 -0.0110481 -0.0886525 ..., 0.04197307 0.6476965
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Progress: 20.1% ... Training loss: 0.249 ... Validation loss: 0.419[[ 0.27616013]
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[ 0.04469035 0.04254439 0.08556628 ..., -0.24704072 0.02211709
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[ 0.0468132 -0.01121083 -0.08920896 ..., 0.04191991 0.64857289
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Progress: 20.1% ... Training loss: 0.255 ... Validation loss: 0.424[[ 0.28705655]
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[ 0.04652799 -0.01089316 -0.08835721 ..., 0.04202875 0.64811845
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Progress: 20.1% ... Training loss: 0.249 ... Validation loss: 0.424[[ 0.27135879]
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[ 0.04467552 0.04256937 0.08548681 ..., -0.24703395 0.02227529
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[ 0.04610722 -0.01047205 -0.08715034 ..., 0.04216897 0.64754373
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Progress: 20.1% ... Training loss: 0.273 ... Validation loss: 0.441[[ 0.29424983]
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[ 0.04623823 -0.010602 -0.08766559 ..., 0.04211903 0.64840177
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Progress: 20.1% ... Training loss: 0.269 ... Validation loss: 0.448[[ 0.27115876]
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[ 0.04454605 0.04266908 0.08563802 ..., -0.24701537 0.02207518
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[ 0.04590213 -0.01026525 -0.08676112 ..., 0.04222451 0.64787368
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Progress: 20.1% ... Training loss: 0.281 ... Validation loss: 0.443[[ 0.2874765 ]
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[ 0.04626986 -0.01063664 -0.08791058 ..., 0.04208521 0.64930792
0.1475273 ]]
Progress: 20.1% ... Training loss: 0.249 ... Validation loss: 0.426[[ 0.28413636]
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Progress: 20.1% ... Training loss: 0.247 ... Validation loss: 0.419[[ 0.28410888]
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[ 0.0460856 -0.01042273 -0.08756464 ..., 0.04215626 0.64978033
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Progress: 20.1% ... Training loss: 0.247 ... Validation loss: 0.419[[ 0.28731085]
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[ 0.04433934 0.04287222 0.08623219 ..., -0.24694577 0.02167716
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[ 0.04631791 -0.01064644 -0.08830575 ..., 0.04207847 0.65043985
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Progress: 20.1% ... Training loss: 0.248 ... Validation loss: 0.424[[ 0.27918183]
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[[ 0.0363542 -0.15226178 0.13384193 ..., -0.15221969 0.2450616
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[ 0.0461938 -0.01046591 -0.0882169 ..., 0.04213788 0.65110741
0.14755366]]
Progress: 20.1% ... Training loss: 0.249 ... Validation loss: 0.417[[ 0.2933801 ]
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Progress: 20.1% ... Training loss: 0.263 ... Validation loss: 0.442[[ 0.27487232]
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[ 0.0460807 -0.01036766 -0.08794292 ..., 0.04214893 0.65135431
0.14785279]]
Progress: 20.1% ... Training loss: 0.256 ... Validation loss: 0.420[[ 0.27491305]
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[ 0.04633842 -0.01062074 -0.0888018 ..., 0.04206155 0.65259032
0.14682252]]
Progress: 20.1% ... Training loss: 0.254 ... Validation loss: 0.419[[ 0.28173383]
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[ 0.04593854 -0.01019614 -0.08776858 ..., 0.04220787 0.65196001
0.14782348]]
Progress: 20.2% ... Training loss: 0.247 ... Validation loss: 0.417[[ 0.28248823]
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[ 0.04633459 -0.01060187 -0.08887054 ..., 0.04206855 0.65325285
0.1465562 ]]
Progress: 20.2% ... Training loss: 0.246 ... Validation loss: 0.418[[ 0.27458685]
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[ 0.04597278 -0.01021876 -0.08788949 ..., 0.04219738 0.65264758
0.14773128]]
Progress: 20.2% ... Training loss: 0.252 ... Validation loss: 0.419[[ 0.29163645]
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[ 0.04648553 -0.01075277 -0.08932255 ..., 0.04201507 0.65469076
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Progress: 20.2% ... Training loss: 0.268 ... Validation loss: 0.449[[ 0.27330262]
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[ 0.04426664 0.0429408 0.08617667 ..., -0.24693427 0.02213327
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[ 0.04618523 -0.01045274 -0.08853361 ..., 0.04211499 0.65399464
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Progress: 20.2% ... Training loss: 0.256 ... Validation loss: 0.421[[ 0.29021437]
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[ 0.04633112 -0.01061229 -0.08891863 ..., 0.04205149 0.65444763
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Progress: 20.2% ... Training loss: 0.258 ... Validation loss: 0.441[[ 0.28484237]
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Progress: 20.2% ... Training loss: 0.248 ... Validation loss: 0.424[[ 0.27852006]
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[[ 0.03500061 -0.15116385 0.13725776 ..., -0.15193391 0.23946831
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[ 0.04589463 -0.01009347 -0.0879189 ..., 0.04222811 0.65427686
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Progress: 20.2% ... Training loss: 0.249 ... Validation loss: 0.420[[ 0.28280303]
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[ 0.04648936 -0.01070418 -0.08952336 ..., 0.04201233 0.6561513
0.14577364]]
Progress: 20.2% ... Training loss: 0.247 ... Validation loss: 0.422[[ 0.2803443 ]
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[[ 0.03480337 -0.15089998 0.13809963 ..., -0.15187412 0.23895391
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[ 0.04436839 0.04285608 0.08589293 ..., -0.24697682 0.02279843
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[ 0.04637656 -0.01058062 -0.08928216 ..., 0.04204882 0.65617944
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Progress: 20.2% ... Training loss: 0.248 ... Validation loss: 0.419[[ 0.27775643]
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[ 0.04436099 0.04286396 0.08589386 ..., -0.24697342 0.02279654
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[ 0.04661533 -0.01080889 -0.08999557 ..., 0.04196632 0.65731007
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Progress: 20.2% ... Training loss: 0.251 ... Validation loss: 0.421[[ 0.29273636]
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Progress: 20.2% ... Training loss: 0.261 ... Validation loss: 0.445[[ 0.27063422]
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[ 0.04619809 -0.01043376 -0.08915797 ..., 0.04208268 0.65716658
0.1461354 ]]
Progress: 20.2% ... Training loss: 0.273 ... Validation loss: 0.435[[ 0.28318028]
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[ 0.04594036 -0.01013307 -0.08844199 ..., 0.04218452 0.6566525
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Progress: 20.2% ... Training loss: 0.247 ... Validation loss: 0.423[[ 0.27091131]
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[ 0.04598687 -0.01016762 -0.08865288 ..., 0.04217115 0.65680446
0.14706693]]
Progress: 20.2% ... Training loss: 0.264 ... Validation loss: 0.430[[ 0.28225125]
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0.14753973]]
Progress: 20.3% ... Training loss: 0.247 ... Validation loss: 0.420[[ 0.27871405]
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Progress: 20.3% ... Training loss: 0.246 ... Validation loss: 0.418[[ 0.28166088]
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[[ 0.03471632 -0.15102588 0.138634 ..., -0.15198079 0.24027583
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0.14669303]]
Progress: 20.3% ... Training loss: 0.247 ... Validation loss: 0.417[[ 0.27601473]
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[ 0.04597091 -0.01006908 -0.08844151 ..., 0.04220131 0.65853446
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Progress: 20.3% ... Training loss: 0.248 ... Validation loss: 0.418[[ 0.29220233]
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Progress: 20.3% ... Training loss: 0.281 ... Validation loss: 0.456[[ 0.27598492]
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Progress: 20.3% ... Training loss: 0.250 ... Validation loss: 0.418[[ 0.29287256]
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[ 0.04482499 0.04240435 0.08457848 ..., -0.24713272 0.02500481
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Progress: 20.3% ... Training loss: 0.283 ... Validation loss: 0.453[[ 0.26544169]
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Progress: 20.3% ... Training loss: 0.281 ... Validation loss: 0.442[[ 0.28730114]
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Progress: 20.3% ... Training loss: 0.259 ... Validation loss: 0.428[[ 0.27025742]
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[ 0.044845 0.04236951 0.08445498 ..., -0.24714768 0.02527196
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Progress: 20.3% ... Training loss: 0.261 ... Validation loss: 0.425[[ 0.28038182]
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[ 0.04631746 -0.01044115 -0.08948152 ..., 0.04203587 0.66220817
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Progress: 20.3% ... Training loss: 0.246 ... Validation loss: 0.415[[ 0.27422802]
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[ 0.04486696 0.04233162 0.08445252 ..., -0.24716483 0.02559401
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[ 0.04604596 -0.01013388 -0.08883203 ..., 0.04214055 0.66223146
0.1464299 ]]
Progress: 20.3% ... Training loss: 0.252 ... Validation loss: 0.418[[ 0.2855193 ]
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[ 0.04634689 -0.01046367 -0.08970859 ..., 0.0420358 0.66330363
0.14554696]]
Progress: 20.3% ... Training loss: 0.250 ... Validation loss: 0.424[[ 0.276509 ]
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0.14574043]]
Progress: 20.3% ... Training loss: 0.251 ... Validation loss: 0.417[[ 0.27565661]
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[ 0.04506107 0.04212041 0.08390259 ..., -0.24723908 0.02630686
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[ 0.04649614 -0.010618 -0.09002195 ..., 0.041983 0.66407146
0.14523045]]
Progress: 20.3% ... Training loss: 0.252 ... Validation loss: 0.418[[ 0.2820155 ]
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0.1442311 ]]
Progress: 20.4% ... Training loss: 0.245 ... Validation loss: 0.417[[ 0.28139466]
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0.14467933]]
Progress: 20.4% ... Training loss: 0.246 ... Validation loss: 0.417[[ 0.27871764]
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[ 0.04676373 -0.01083949 -0.09086397 ..., 0.04190999 0.6664331
0.14436582]]
Progress: 20.4% ... Training loss: 0.246 ... Validation loss: 0.415[[ 0.28739974]
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[[ 0.03518729 -0.15192543 0.13716841 ..., -0.15252545 0.2447359
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[ 0.04682471 -0.01088292 -0.09116148 ..., 0.04189709 0.6671283
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Progress: 20.4% ... Training loss: 0.255 ... Validation loss: 0.429[[ 0.27570029]
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0.14294939]]
Progress: 20.4% ... Training loss: 0.250 ... Validation loss: 0.415[[ 0.27260725]
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Progress: 20.4% ... Training loss: 0.258 ... Validation loss: 0.422[[ 0.28456091]
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[[ 0.03470862 -0.15148724 0.13857173 ..., -0.1523779 0.24276759
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Progress: 20.4% ... Training loss: 0.247 ... Validation loss: 0.424[[ 0.28152239]
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[[ 0.03452323 -0.15133462 0.13898077 ..., -0.15232044 0.24221717
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0.14389412]]
Progress: 20.4% ... Training loss: 0.245 ... Validation loss: 0.418[[ 0.27753469]
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Progress: 20.4% ... Training loss: 0.246 ... Validation loss: 0.415[[ 0.28441792]
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[[ 0.03568144 -0.15250059 0.1359917 ..., -0.15271031 0.24642326
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Progress: 20.4% ... Training loss: 0.249 ... Validation loss: 0.422[[ 0.28298609]
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Progress: 20.4% ... Training loss: 0.249 ... Validation loss: 0.419[[ 0.26506551]
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[[ 0.03444951 -0.15119267 0.13917905 ..., -0.15232321 0.24307883
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[ 0.04665138 -0.01065351 -0.09084389 ..., 0.04198036 0.66910954
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Progress: 20.4% ... Training loss: 0.274 ... Validation loss: 0.429[[ 0.28653721]
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0.14260821]]
Progress: 20.4% ... Training loss: 0.258 ... Validation loss: 0.433[[ 0.2758598 ]
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Progress: 20.4% ... Training loss: 0.246 ... Validation loss: 0.412[[ 0.28189296]
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[ 0.04528007 0.04190931 0.08306089 ..., -0.24730772 0.02798065
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[ 0.04719319 -0.01125384 -0.09230641 ..., 0.04177177 0.67171519
0.14242452]]
Progress: 20.4% ... Training loss: 0.247 ... Validation loss: 0.415[[ 0.28070568]
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[[ 0.03460104 -0.15149002 0.13890725 ..., -0.15246613 0.24383829
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[ 0.04664057 -0.01067808 -0.09084619 ..., 0.04193657 0.67076099
0.14406299]]
Progress: 20.5% ... Training loss: 0.245 ... Validation loss: 0.415[[ 0.28876969]
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[ 0.04732992 -0.01137494 -0.09275371 ..., 0.04172383 0.67297096
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Progress: 20.5% ... Training loss: 0.259 ... Validation loss: 0.431[[ 0.27478766]
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0.14237766]]
Progress: 20.5% ... Training loss: 0.252 ... Validation loss: 0.415[[ 0.28451653]
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[ 0.04756663 -0.01162713 -0.0933692 ..., 0.0416378 0.67424869
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Progress: 20.5% ... Training loss: 0.248 ... Validation loss: 0.418[[ 0.28018106]
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Progress: 20.5% ... Training loss: 0.245 ... Validation loss: 0.414[[ 0.27670156]
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Progress: 20.5% ... Training loss: 0.246 ... Validation loss: 0.414[[ 0.26905058]
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[[ 0.03315257 -0.14998373 0.14352792 ..., -0.15198742 0.24127766
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Progress: 20.5% ... Training loss: 0.261 ... Validation loss: 0.422[[ 0.28970231]
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[ 0.04539567 0.04174135 0.08251676 ..., -0.2473805 0.02898468
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Progress: 20.5% ... Training loss: 0.265 ... Validation loss: 0.444[[ 0.28009763]
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[ 0.04640672 -0.01038184 -0.09048388 ..., 0.04201093 0.67316931
0.14366913]]
Progress: 20.5% ... Training loss: 0.246 ... Validation loss: 0.417[[ 0.26325943]
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[[ 0.03351067 -0.15051273 0.14246288 ..., -0.15216077 0.24210637
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[ 0.04619051 -0.01016113 -0.09001759 ..., 0.04208523 0.67265698
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Progress: 20.5% ... Training loss: 0.290 ... Validation loss: 0.442[[ 0.28316316]
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[ 0.04652104 -0.0105284 -0.0909335 ..., 0.04197427 0.67391334
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Progress: 20.5% ... Training loss: 0.247 ... Validation loss: 0.423[[ 0.28068608]
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[ 1.68059441]
[ 0.35032438]
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[[ 0.03439716 -0.15151432 0.1397484 ..., -0.15251072 0.24496738
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[ 0.04555289 0.04160485 0.08208233 ..., -0.24741883 0.02965738
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Progress: 20.5% ... Training loss: 0.246 ... Validation loss: 0.418[[ 0.28030262]
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[[ 0.03451234 -0.1516039 0.13948346 ..., -0.15254285 0.24524655
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[ 0.04556511 0.04159382 0.08205087 ..., -0.2474232 0.02973814
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[ 0.04678297 -0.01076714 -0.09159202 ..., 0.04188648 0.67511273
0.14224688]]
Progress: 20.5% ... Training loss: 0.246 ... Validation loss: 0.419[[ 0.27113599]
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[[ 0.03388038 -0.15098445 0.14150293 ..., -0.15234904 0.24334929
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[ 0.04554309 0.04161522 0.08209713 ..., -0.24741629 0.02966243
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[ 0.04633164 -0.01028632 -0.09030654 ..., 0.04204126 0.67460746
0.14355961]]
Progress: 20.5% ... Training loss: 0.255 ... Validation loss: 0.417[[ 0.2771272 ]
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[[ 0.0341014 -0.15118431 0.14098257 ..., -0.15241332 0.24443757
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[ 0.04532706 0.04184126 0.08256813 ..., -0.247343 0.02897554
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[ 0.04633473 -0.01025983 -0.09035519 ..., 0.04204534 0.67511292
0.14333589]]
Progress: 20.5% ... Training loss: 0.246 ... Validation loss: 0.416[[ 0.27978598]
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[[ 0.03424233 -0.15134034 0.1408121 ..., -0.15244873 0.244313
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[ 0.04545683 0.04170835 0.08224786 ..., -0.24738478 0.02947133
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[ 0.04618739 -0.0100954 -0.09002048 ..., 0.0420944 0.67472997
0.14356006]]
Progress: 20.6% ... Training loss: 0.246 ... Validation loss: 0.422[[ 0.28814474]
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[[ 0.0352284 -0.1523572 0.13815918 ..., -0.15276168 0.2476921
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[ 0.04541645 0.04174922 0.08234208 ..., -0.24737319 0.02933224
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[ 0.04594533 -0.00985262 -0.08937792 ..., 0.04217202 0.67445498
0.1443395 ]]
Progress: 20.6% ... Training loss: 0.263 ... Validation loss: 0.448[[ 0.272344 ]
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[[ 0.03366081 -0.15085304 0.14207804 ..., -0.15230506 0.24326105
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[ 0.04550552 -0.00939902 -0.08837104 ..., 0.04231298 0.67404723
0.14535483]]
Progress: 20.6% ... Training loss: 0.253 ... Validation loss: 0.416[[ 0.28414751]
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[ 0.04546613 0.04170198 0.08222064 ..., -0.247389 0.02957052
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[ 0.04611285 -0.0100235 -0.09004028 ..., 0.04210661 0.67618 0.14348463]]
Progress: 20.6% ... Training loss: 0.253 ... Validation loss: 0.432[[ 0.27019554]
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[ 0.04511235 0.04204942 0.08296039 ..., -0.24728453 0.02861308
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[ 0.0457005 -0.00959277 -0.08900934 ..., 0.04223687 0.67567537
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Progress: 20.6% ... Training loss: 0.252 ... Validation loss: 0.416[[ 0.28860697]
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[ 0.04516415 0.04199461 0.08284095 ..., -0.24730144 0.02880958
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[ 0.04605855 -0.00997554 -0.09013839 ..., 0.04211984 0.67687025
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Progress: 20.6% ... Training loss: 0.268 ... Validation loss: 0.448[[ 0.27945896]
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[ 0.04514743 0.0420116 0.08284877 ..., -0.24729876 0.02879871
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[ 0.04547302 -0.00939993 -0.08886626 ..., 0.04227209 0.67549308
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Progress: 20.6% ... Training loss: 0.246 ... Validation loss: 0.416[[ 0.28064014]
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[ 0.04526343 0.0418965 0.08254404 ..., -0.24733495 0.02920611
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[ 0.04525759 -0.0091813 -0.08831314 ..., 0.04233731 0.67521511
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Progress: 20.6% ... Training loss: 0.248 ... Validation loss: 0.418[[ 0.26532941]
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[ 0.0451795 0.04198115 0.08273245 ..., -0.24731133 0.02893437
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[ 0.04490308 -0.00879759 -0.08741867 ..., 0.04245204 0.6747489
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Progress: 20.6% ... Training loss: 0.271 ... Validation loss: 0.429[[ 0.27417948]
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[ 0.04504637 0.04211636 0.08312552 ..., -0.24726694 0.02855486
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[ 0.04528282 -0.00922241 -0.08848314 ..., 0.04230611 0.67621573
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Progress: 20.6% ... Training loss: 0.248 ... Validation loss: 0.414[[ 0.28018701]
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[ 0.04507452 0.04208733 0.08305834 ..., -0.24727638 0.02866087
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[ 0.04507127 -0.00899357 -0.08795918 ..., 0.04238642 0.67598989
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Progress: 20.6% ... Training loss: 0.245 ... Validation loss: 0.421[[ 0.28346524]
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Progress: 20.6% ... Training loss: 0.248 ... Validation loss: 0.425[[ 0.27828003]
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Progress: 20.6% ... Training loss: 0.245 ... Validation loss: 0.415[[ 0.28010922]
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0.14601898]]
Progress: 20.6% ... Training loss: 0.246 ... Validation loss: 0.418[[ 0.27469126]
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Progress: 20.6% ... Training loss: 0.246 ... Validation loss: 0.412[[ 0.29306442]
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Progress: 20.7% ... Training loss: 0.287 ... Validation loss: 0.474[[ 0.27991758]
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Progress: 20.7% ... Training loss: 0.247 ... Validation loss: 0.420[[ 0.27630353]
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Progress: 20.7% ... Training loss: 0.245 ... Validation loss: 0.414[[ 0.28228951]
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Progress: 20.7% ... Training loss: 0.248 ... Validation loss: 0.429[[ 0.26947505]
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Progress: 20.7% ... Training loss: 0.254 ... Validation loss: 0.413[[ 0.27881045]
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[ 0.04570161 -0.00957997 -0.08994116 ..., 0.0421715 0.68046009
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Progress: 20.7% ... Training loss: 0.246 ... Validation loss: 0.422[[ 0.27397356]
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Progress: 20.7% ... Training loss: 0.245 ... Validation loss: 0.414[[ 0.27023262]
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Progress: 20.7% ... Training loss: 0.249 ... Validation loss: 0.412[[ 0.28224083]
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Progress: 20.7% ... Training loss: 0.254 ... Validation loss: 0.435[[ 0.27256187]
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Progress: 20.7% ... Training loss: 0.246 ... Validation loss: 0.412[[ 0.26764657]
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Progress: 20.7% ... Training loss: 0.249 ... Validation loss: 0.411[[ 0.27156655]
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[[ 0.03433906 -0.15178923 0.14132264 ..., -0.15268849 0.24524568
-0.11172819]
[ 0.04480239 0.04232628 0.08361004 ..., -0.24720982 0.02871219
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[ 0.04591366 -0.00974851 -0.09087602 ..., 0.04211301 0.68391113
0.1413139 ]]
Progress: 20.7% ... Training loss: 0.244 ... Validation loss: 0.410[[ 0.27605436]
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[ 1.6934407 ]
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[[ 0.03459017 -0.1520482 0.14050058 ..., -0.15276466 0.24599509
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[ 0.0446638 0.0424725 0.08400963 ..., -0.24716369 0.02830453
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[ 0.04600087 -0.00983269 -0.0911297 ..., 0.04208358 0.68451517
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Progress: 20.7% ... Training loss: 0.246 ... Validation loss: 0.417[[ 0.26933438]
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[[ 0.03426614 -0.15170541 0.1413523 ..., -0.15266455 0.2451336
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[ 0.04471337 0.04242191 0.0838493 ..., -0.24717854 0.02845878
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[ 0.04613061 -0.00996136 -0.09154016 ..., 0.04204757 0.68500353
0.14061979]]
Progress: 20.7% ... Training loss: 0.246 ... Validation loss: 0.410[[ 0.27312108]
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[[ 0.03435787 -0.15177384 0.14127223 ..., -0.15270118 0.24578817
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[ 0.04486127 0.04226374 0.08345181 ..., -0.247228 0.02900336
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[ 0.04632287 -0.0101701 -0.09194206 ..., 0.04198261 0.6860641
0.14001843]]
Progress: 20.7% ... Training loss: 0.244 ... Validation loss: 0.411[[ 0.2746198 ]
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[[ 0.03430512 -0.15168723 0.14133222 ..., -0.15265861 0.2456963
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[ 0.04488031 0.04225162 0.08332066 ..., -0.24723464 0.02926694
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[ 0.0464547 -0.01029941 -0.09237057 ..., 0.0419392 0.68667654
0.13952222]]
Progress: 20.8% ... Training loss: 0.246 ... Validation loss: 0.413[[ 0.27367262]
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[[ 0.03450371 -0.15188842 0.14077655 ..., -0.15271074 0.24612129
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[ 0.04483124 0.04229942 0.08346698 ..., -0.24721844 0.02907629
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[ 0.0465404 -0.01037589 -0.09267745 ..., 0.04191654 0.68703345
0.13911565]]
Progress: 20.8% ... Training loss: 0.245 ... Validation loss: 0.412[[ 0.26391587]
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[[ 0.03402261 -0.15133733 0.14220899 ..., -0.15254406 0.24505547
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[ 0.04500885 0.04212035 0.08294416 ..., -0.24727575 0.02973524
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[ 0.04665834 -0.01049058 -0.09300386 ..., 0.04188088 0.68764469
0.13870735]]
Progress: 20.8% ... Training loss: 0.253 ... Validation loss: 0.414[[ 0.27926662]
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[[ 0.03452147 -0.15184803 0.14102312 ..., -0.15273942 0.24719286
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[ 0.04498125 0.0421573 0.08306974 ..., -0.24727121 0.02966315
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[ 0.04708245 -0.01094555 -0.09424852 ..., 0.04172263 0.68900227
0.13736768]]
Progress: 20.8% ... Training loss: 0.259 ... Validation loss: 0.433[[ 0.26627798]
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[[ 0.03406843 -0.15141349 0.1422982 ..., -0.15260847 0.24525935
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[ 0.04488054 0.0422546 0.08327315 ..., -0.24724092 0.02934214
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[ 0.04743518 -0.01129388 -0.09518404 ..., 0.04161564 0.689866
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Progress: 20.8% ... Training loss: 0.248 ... Validation loss: 0.412[[ 0.27210799]
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[[ 0.03471948 -0.15212701 0.14039684 ..., -0.15281464 0.24819011
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[ 0.04720918 -0.01103664 -0.09460288 ..., 0.0417 0.68952445
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Progress: 20.8% ... Training loss: 0.245 ... Validation loss: 0.415[[ 0.26529583]
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[ 0.04472221 0.04242115 0.08363924 ..., -0.24718478 0.02898076
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[ 0.04663959 -0.01040375 -0.09307308 ..., 0.04189699 0.6888336
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Progress: 20.8% ... Training loss: 0.249 ... Validation loss: 0.412[[ 0.28137654]
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[ 0.04479149 0.04234962 0.08346932 ..., -0.24721472 0.02929544
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[ 0.04743704 -0.01126307 -0.09535833 ..., 0.04162551 0.69155905
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Progress: 20.8% ... Training loss: 0.270 ... Validation loss: 0.441[[ 0.26706229]
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[ 0.04476998 0.04237017 0.08352824 ..., -0.24720876 0.02921499
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[ 0.04675544 -0.01056924 -0.09364121 ..., 0.04182418 0.69024588
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Progress: 20.8% ... Training loss: 0.246 ... Validation loss: 0.409[[ 0.27104771]
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[ 0.04496957 0.04215798 0.08297081 ..., -0.24727147 0.02997431
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[ 0.04684147 -0.01066196 -0.09390949 ..., 0.0417924 0.69069469
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Progress: 20.8% ... Training loss: 0.245 ... Validation loss: 0.411[[ 0.26536874]
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[ 0.04497553 0.04215171 0.0829599 ..., -0.24727365 0.03000911
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[ 0.04681445 -0.0106335 -0.09392608 ..., 0.04180083 0.69064327
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Progress: 20.8% ... Training loss: 0.249 ... Validation loss: 0.413[[ 0.28201073]
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[[ 0.03540326 -0.15281834 0.13861076 ..., -0.15310781 0.25105341
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[ 0.0479881 -0.01190814 -0.0972633 ..., 0.0413775 0.69415575
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Progress: 20.8% ... Training loss: 0.264 ... Validation loss: 0.438[[ 0.26448685]
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Progress: 20.8% ... Training loss: 0.253 ... Validation loss: 0.417[[ 0.26632955]
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Progress: 20.8% ... Training loss: 0.249 ... Validation loss: 0.415[[ 0.27406922]
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Progress: 20.8% ... Training loss: 0.245 ... Validation loss: 0.418[[ 0.27765785]
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[ 0.04825701 -0.01216764 -0.09792936 ..., 0.04128668 0.69674122
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Progress: 20.9% ... Training loss: 0.251 ... Validation loss: 0.427[[ 0.27911781]
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[ 0.04833728 -0.01222716 -0.09801785 ..., 0.04127227 0.69754398
0.13310132]]
Progress: 20.9% ... Training loss: 0.256 ... Validation loss: 0.430[[ 0.2677466 ]
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[ 0.04836732 -0.01224813 -0.09811486 ..., 0.04126507 0.6977393
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Progress: 20.9% ... Training loss: 0.245 ... Validation loss: 0.409[[ 0.27467285]
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Progress: 20.9% ... Training loss: 0.247 ... Validation loss: 0.414[[ 0.27158956]
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Progress: 20.9% ... Training loss: 0.244 ... Validation loss: 0.411[[ 0.28057322]
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Progress: 20.9% ... Training loss: 0.256 ... Validation loss: 0.429[[ 0.27325449]
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Progress: 20.9% ... Training loss: 0.244 ... Validation loss: 0.413[[ 0.26338409]
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Progress: 20.9% ... Training loss: 0.256 ... Validation loss: 0.415[[ 0.28264199]
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[[ 0.03462197 -0.15220128 0.14194581 ..., -0.15298837 0.24958389
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Progress: 20.9% ... Training loss: 0.271 ... Validation loss: 0.449[[ 2.57078116e-01]
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Progress: 20.9% ... Training loss: 0.277 ... Validation loss: 0.432[[ 0.27873254]
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[[ 0.03423933 -0.1520371 0.1425089 ..., -0.15300638 0.24933146
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Progress: 20.9% ... Training loss: 0.255 ... Validation loss: 0.425[[ 2.57186427e-01]
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[ 0.04492419 0.04217984 0.08290725 ..., -0.24728532 0.03066675
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0.13236323]]
Progress: 20.9% ... Training loss: 0.272 ... Validation loss: 0.425[[ 0.27987514]
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[ 1.70360622]
[ 0.35394808]
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[ 0.04886902 -0.01290562 -0.1000973 ..., 0.04098299 0.70390008
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Progress: 20.9% ... Training loss: 0.261 ... Validation loss: 0.430[[ 2.55500575e-01]
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[ 0.04482151 0.04228265 0.08308353 ..., -0.24725544 0.03046249
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0.13274248]]
Progress: 20.9% ... Training loss: 0.279 ... Validation loss: 0.436[[ 0.27822437]
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[ 0.04485012 0.04225133 0.08302036 ..., -0.24726617 0.03057754
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[ 0.04810807 -0.01211743 -0.09835328 ..., 0.04120657 0.70299057
0.13189699]]
Progress: 20.9% ... Training loss: 0.256 ... Validation loss: 0.427[[ 0.2669972 ]
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[ 0.04782688 -0.01182221 -0.09766383 ..., 0.04129666 0.70272528
0.13235651]]
Progress: 21.0% ... Training loss: 0.244 ... Validation loss: 0.406[[ 0.2694745 ]
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[ 0.04764064 -0.011608 -0.0971381 ..., 0.0413627 0.70237513
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Progress: 21.0% ... Training loss: 0.244 ... Validation loss: 0.407[[ 0.26877959]
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[ 0.0476903 -0.01165234 -0.09722748 ..., 0.04134532 0.70257382
0.13259562]]
Progress: 21.0% ... Training loss: 0.243 ... Validation loss: 0.408[[ 0.27039841]
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[[ 0.03362321 -0.15172129 0.14428503 ..., -0.15298965 0.24761205
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[ 0.04776673 -0.01172736 -0.09750819 ..., 0.04132357 0.70274702
0.13231787]]
Progress: 21.0% ... Training loss: 0.244 ... Validation loss: 0.410[[ 0.26336159]
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[ 0.04741933 -0.0113425 -0.09672537 ..., 0.04144988 0.70221154
0.1331418 ]]
Progress: 21.0% ... Training loss: 0.250 ... Validation loss: 0.412[[ 0.27691501]
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[[ 0.03365673 -0.15180448 0.144124 ..., -0.15301618 0.24730747
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[ 0.04483825 0.04227853 0.08300393 ..., -0.24724869 0.03062282
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[ 0.04737773 -0.0112979 -0.09670838 ..., 0.04145699 0.70201395
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Progress: 21.0% ... Training loss: 0.254 ... Validation loss: 0.424[[ 0.28016617]
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Progress: 21.0% ... Training loss: 0.260 ... Validation loss: 0.433[[ 0.26373347]
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[[ 0.03312575 -0.15130657 0.14582137 ..., -0.15288122 0.24530726
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Progress: 21.0% ... Training loss: 0.252 ... Validation loss: 0.415[[ 0.273306 ]
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Progress: 21.0% ... Training loss: 0.246 ... Validation loss: 0.413[[ 0.26370722]
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[ 0.04639031 -0.01026152 -0.09413092 ..., 0.04176684 0.70079528
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Progress: 21.0% ... Training loss: 0.249 ... Validation loss: 0.413[[ 0.2682504 ]
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Progress: 21.0% ... Training loss: 0.244 ... Validation loss: 0.410[[ 0.27489612]
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[[ 0.03303186 -0.15123524 0.14609622 ..., -0.15289106 0.24651962
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[ 0.04510595 0.04197787 0.08226931 ..., -0.24734083 0.03165855
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0.13534204]]
Progress: 21.0% ... Training loss: 0.248 ... Validation loss: 0.415[[ 0.27319295]
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[ 1.69807891]
[ 0.34920263]
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[ 2.33520975]
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[[ 0.0331609 -0.15135382 0.14583816 ..., -0.15292111 0.24717307
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[ 0.04511603 0.04196832 0.08223554 ..., -0.2473446 0.03169142
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Progress: 21.0% ... Training loss: 0.245 ... Validation loss: 0.413[[ 0.2691007 ]
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Progress: 76.6% ... Training loss: 0.067 ... Validation loss: 0.149[[-0.16868546]
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[ 0.03909022 0.08487183 -0.04499657 ..., 0.05381245 2.88887255
-0.0628747 ]]
Progress: 76.6% ... Training loss: 0.064 ... Validation loss: 0.140[[-0.16463476]
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0.25467172]
[ 0.05869897 0.14732622 0.00620944 ..., -0.22164718 1.56291829
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[ 0.03903484 0.08455276 -0.04511578 ..., 0.05371464 2.88899198
-0.06312762]]
Progress: 76.6% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16800382]
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0.25637058]
[ 0.05873276 0.14751614 0.00637397 ..., -0.22158936 1.56277672
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[ 0.03900684 0.08439187 -0.04519803 ..., 0.05366021 2.88899917
-0.06331487]]
Progress: 76.6% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16872501]
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0.25600914]
[ 0.05884882 0.14814616 0.00690251 ..., -0.22139341 1.56243447
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[ 0.03910744 0.08493729 -0.04463005 ..., 0.05383675 2.88884008
-0.06273866]]
Progress: 76.6% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16442559]
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[ 0.03909573 0.08487658 -0.04445132 ..., 0.05381335 2.88900785
-0.06301399]]
Progress: 76.6% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.1707116 ]
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[ 0.03910096 0.08490911 -0.04436943 ..., 0.05382378 2.88891787
-0.06274023]]
Progress: 76.6% ... Training loss: 0.066 ... Validation loss: 0.141[[-0.16275579]
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[ 0.03894659 0.08403276 -0.04515291 ..., 0.05354597 2.88932976
-0.06392787]]
Progress: 76.7% ... Training loss: 0.065 ... Validation loss: 0.142[[-0.16467026]
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[ 0.03893944 0.08396831 -0.04487878 ..., 0.05352914 2.88935244
-0.06391756]]
Progress: 76.7% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.1666212 ]
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[ 0.03906592 0.08471107 -0.04402621 ..., 0.05375277 2.88923418
-0.06300523]]
Progress: 76.7% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16439223]
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[[-0.01788282 -0.30388838 0.26658913 ..., -0.23181865 -0.35101974
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[ 0.0390029 0.08432388 -0.04422951 ..., 0.05364627 2.88946581
-0.06332347]]
Progress: 76.7% ... Training loss: 0.062 ... Validation loss: 0.143[[-0.1766748 ]
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[ 0.03927887 0.08586661 -0.04272185 ..., 0.05414957 2.88916606
-0.06105249]]
Progress: 76.7% ... Training loss: 0.086 ... Validation loss: 0.156[[-0.15971674]
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[[-0.01819797 -0.30543691 0.26545435 ..., -0.23230681 -0.34694185
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[ 0.05881343 0.14798167 0.00677669 ..., -0.22146649 1.56455295
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[ 0.03895729 0.0841307 -0.04433247 ..., 0.05359708 2.88958345
-0.0632314 ]]
Progress: 76.7% ... Training loss: 0.068 ... Validation loss: 0.155[[-0.16651517]
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[[-0.01796072 -0.30410005 0.26636878 ..., -0.23186436 -0.351795
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[ 0.03903488 0.08457136 -0.04388931 ..., 0.05374235 2.88937274
-0.06248833]]
Progress: 76.7% ... Training loss: 0.063 ... Validation loss: 0.142[[-0.16316119]
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[ 2.58283078]
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[[-0.01798557 -0.3042529 0.26597708 ..., -0.23190658 -0.35127108
0.25357054]
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[ 0.03893704 0.08401628 -0.04465603 ..., 0.05355889 2.88941802
-0.06321616]]
Progress: 76.7% ... Training loss: 0.063 ... Validation loss: 0.144[[-0.1662886 ]
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0.25448977]
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-0.33088992]
[ 0.03896356 0.08416099 -0.04448363 ..., 0.0536064 2.88929834
-0.06306554]]
Progress: 76.7% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16472636]
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[[-0.01814025 -0.30517855 0.26486639 ..., -0.23218123 -0.34717371
0.25143122]
[ 0.058799 0.14790927 0.00641213 ..., -0.22151305 1.56609763
0.11562434]
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-0.33128577]
[ 0.03892244 0.08388977 -0.04460498 ..., 0.05352018 2.88935177
-0.06335637]]
Progress: 76.7% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16791864]
[-0.95260916]
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[[-0.01794505 -0.30413034 0.26577986 ..., -0.23183934 -0.34994768
0.25336648]
[ 0.05883345 0.14810364 0.00662837 ..., -0.22144879 1.56525392
0.11601899]
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-0.33088279]
[ 0.03901222 0.08440561 -0.04443177 ..., 0.05368362 2.88924784
-0.06294807]]
Progress: 76.7% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.1617595 ]
[-0.94720862]
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0.25091964]
[ 0.05876192 0.14771777 0.00636598 ..., -0.2215778 1.56603331
0.11548882]
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[ 0.03888991 0.08370542 -0.04515551 ..., 0.05345757 2.8892947
-0.06364026]]
Progress: 76.7% ... Training loss: 0.066 ... Validation loss: 0.148[[-0.16785435]
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[[-0.0179903 -0.30442253 0.26553478 ..., -0.23194359 -0.35078989
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[ 0.03893437 0.08396786 -0.04500142 ..., 0.0535356 2.88943102
-0.06365824]]
Progress: 76.7% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16740523]
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[[-0.01810987 -0.30495398 0.265047 ..., -0.23215793 -0.34569178
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[ 0.03910393 0.08489779 -0.04423611 ..., 0.05383893 2.88930138
-0.06238741]]
Progress: 76.7% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16509261]
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[ 0.05864944 0.14712744 0.00603379 ..., -0.2217769 1.56685477
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[ 0.03907853 0.08477071 -0.0443945 ..., 0.05379571 2.88933593
-0.06238295]]
Progress: 76.7% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16651132]
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[ 0.05863446 0.1470328 0.00579796 ..., -0.22180523 1.56651191
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[ 0.03906681 0.08470972 -0.04450365 ..., 0.05377142 2.88939841
-0.06264911]]
Progress: 76.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16219889]
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[[-0.01825571 -0.30573241 0.26358345 ..., -0.23239187 -0.34513368
0.25037451]
[ 0.05866929 0.14720965 0.00601722 ..., -0.22174186 1.56651648
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[ 0.03905982 0.08471759 -0.0448602 ..., 0.053762 2.88957701
-0.06306951]]
Progress: 76.8% ... Training loss: 0.065 ... Validation loss: 0.144[[-0.16946261]
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[[-0.01785856 -0.3034538 0.26585493 ..., -0.231666 -0.34989214
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[ 0.05861948 0.14692872 0.00568369 ..., -0.2218307 1.56648236
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[ 0.0391858 0.08542561 -0.04408951 ..., 0.05398494 2.88941814
-0.06207237]]
Progress: 76.8% ... Training loss: 0.064 ... Validation loss: 0.139[[-0.16747873]
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[[-0.01804281 -0.3044949 0.26457562 ..., -0.23198006 -0.34816047
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[ 0.0586053 0.14685297 0.005616 ..., -0.22185166 1.56661837
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[ 0.03921563 0.08560539 -0.04387046 ..., 0.05404734 2.88955663
-0.06223051]]
Progress: 76.8% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16267486]
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[[-0.01817673 -0.30519637 0.26380067 ..., -0.23220125 -0.34517709
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[ 0.05858691 0.1467505 0.00560621 ..., -0.22188431 1.56663835
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[ 0.03912451 0.08507289 -0.0442937 ..., 0.05387561 2.88962358
-0.06279387]]
Progress: 76.8% ... Training loss: 0.066 ... Validation loss: 0.142[[-0.1695868 ]
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[[-0.01802221 -0.30436327 0.26464527 ..., -0.23193477 -0.34751395
0.25348933]
[ 0.05865273 0.14712264 0.00589168 ..., -0.2217636 1.56629331
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[ 0.03922103 0.08564261 -0.04373303 ..., 0.05405306 2.88951897
-0.06183942]]
Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16960649]
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[[-0.01809036 -0.30468808 0.26423531 ..., -0.23205214 -0.34698576
0.25303498]
[ 0.05863049 0.14700689 0.00578882 ..., -0.22180176 1.56647103
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[ 0.03917251 0.0853587 -0.04393665 ..., 0.05396714 2.8898561
-0.06242257]]
Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.1686852 ]
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[[-0.01817044 -0.30509158 0.26360843 ..., -0.23216429 -0.34523543
0.25276626]
[ 0.05856356 0.14663168 0.00532145 ..., -0.22191267 1.56656666
0.11451874]
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[-0.18493996 -0.24222655 -0.37641462 ..., 0.08883203 -0.6062634
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-0.33232972]
[ 0.03919428 0.08548132 -0.0439372 ..., 0.05400221 2.88974434
-0.06241125]]
Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16923978]
[-0.95388215]
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[ 2.58228323]
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[-1.88060652]]
[[-0.01809921 -0.30463712 0.26403615 ..., -0.23205744 -0.34521971
0.25335572]
[ 0.05861678 0.14693167 0.00556163 ..., -0.22183281 1.56645237
0.11486161]
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-0.33207038]
[ 0.0392283 0.08568509 -0.04372551 ..., 0.05405825 2.88964912
-0.06187286]]
Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.1662163 ]
[-0.95112006]
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[ 0.38277514]
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[ 4.27163444]
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[[-0.01811368 -0.30466716 0.26383158 ..., -0.23207699 -0.34383969
0.25405664]
[ 0.0584945 0.14628536 0.00472047 ..., -0.22204517 1.56699661
0.11371826]
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-0.33241312]
[ 0.03925508 0.08584456 -0.0434964 ..., 0.05410602 2.88958635
-0.06159891]]
Progress: 76.8% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16880268]
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[ 2.57837101]
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[[-0.01789773 -0.3034094 0.26512184 ..., -0.23170374 -0.34662406
0.25629706]
[ 0.05851171 0.14637595 0.00476128 ..., -0.22201662 1.56692056
0.1137432 ]
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-0.33229155]
[ 0.03921679 0.08562497 -0.04371115 ..., 0.05402841 2.88960885
-0.06176255]]
Progress: 76.8% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16666097]
[-0.95151487]
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[ 2.58037713]
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[ 0.38165902]
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[[-0.01807203 -0.30438083 0.26399105 ..., -0.23202234 -0.34561163
0.25431851]
[ 0.05844708 0.14600917 0.00433741 ..., -0.22213018 1.56743482
0.11287202]
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-0.3320341 ]
[ 0.03913268 0.08514616 -0.04419366 ..., 0.05386973 2.88972915
-0.0622657 ]]
Progress: 76.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16645184]
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[ 2.58170841]
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[[-0.01816264 -0.30488882 0.26374123 ..., -0.23218635 -0.34355846
0.25349845]
[ 0.05844711 0.14600712 0.00431239 ..., -0.222131 1.56743547
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-0.33270125]
[ 0.03912212 0.08507607 -0.04428563 ..., 0.05384576 2.88979393
-0.06261142]]
Progress: 76.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16972205]
[-0.95445179]
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[ 2.58059786]
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[ 1.00312778]
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0.25386713]
[ 0.05842808 0.14591328 0.00417776 ..., -0.22216493 1.56750951
0.11259092]
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[-0.18487526 -0.24189051 -0.37645573 ..., 0.08893121 -0.60695853
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-0.33194665]
[ 0.03934313 0.08632702 -0.04334924 ..., 0.05424636 2.88944227
-0.06110242]]
Progress: 76.8% ... Training loss: 0.064 ... Validation loss: 0.141[[-0.16706352]
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[[-0.01802653 -0.30419409 0.26432621 ..., -0.23193574 -0.34486338
0.25399479]
[ 0.05843287 0.14593867 0.00420178 ..., -0.22215629 1.56748389
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[ 0.03923548 0.08572995 -0.04386726 ..., 0.05406186 2.88958576
-0.06193244]]
Progress: 76.8% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16717774]
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[[-0.01798867 -0.30396175 0.26448132 ..., -0.23184579 -0.34475507
0.25379956]
[ 0.05855091 0.14658472 0.00468904 ..., -0.22195931 1.56784411
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[ 0.03924798 0.08579935 -0.04380234 ..., 0.05408596 2.88953519
-0.06154492]]
Progress: 76.9% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16533448]
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[[-0.01809678 -0.30463334 0.26375306 ..., -0.23205412 -0.34344807
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[ 0.05853459 0.14648337 0.00459276 ..., -0.22199221 1.56781005
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[ 0.03920148 0.08554233 -0.04406317 ..., 0.05399587 2.88970949
-0.0617278 ]]
Progress: 76.9% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16810099]
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[[-0.01794291 -0.30382728 0.26503383 ..., -0.23179098 -0.34535948
0.25506139]
[ 0.0585618 0.14663006 0.00474502 ..., -0.221943 1.56777938
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[ 0.03915975 0.08529308 -0.04435404 ..., 0.05392406 2.88972425
-0.06181852]]
Progress: 76.9% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16495026]
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[[-0.01809729 -0.30469345 0.2641263 ..., -0.23205073 -0.34414996
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[ 0.05855482 0.14659324 0.00471301 ..., -0.22195327 1.5678584
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[ 0.03909895 0.08495236 -0.04463272 ..., 0.05381909 2.88983594
-0.06206911]]
Progress: 76.9% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16698904]
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[[-0.01804271 -0.30439786 0.26456911 ..., -0.2319402 -0.34476967
0.25486604]
[ 0.05852938 0.14643492 0.0045445 ..., -0.22200134 1.56885995
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[ 0.03922635 0.08569267 -0.04387727 ..., 0.05405093 2.88962388
-0.06096304]]
Progress: 76.9% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16365135]
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[[-0.01817542 -0.30516381 0.26356287 ..., -0.23217523 -0.34298689
0.25363405]
[ 0.05849815 0.14624841 0.00433434 ..., -0.22205562 1.56884192
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-0.33287187]
[ 0.03910174 0.08496529 -0.04458713 ..., 0.05383002 2.88986004
-0.0615982 ]]
Progress: 76.9% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16904644]
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[[-0.01800192 -0.30420947 0.26441983 ..., -0.23187304 -0.34759791
0.2547817 ]
[ 0.05847878 0.14614139 0.00414873 ..., -0.2220929 1.56894127
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[ 0.03908083 0.08481427 -0.04470457 ..., 0.05378795 2.89002554
-0.06175338]]
Progress: 76.9% ... Training loss: 0.064 ... Validation loss: 0.141[[-0.1669356 ]
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[ 2.58544839]
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[[-0.01806061 -0.3045204 0.26428995 ..., -0.23200013 -0.34728283
0.25354728]
[ 0.0584507 0.14601538 0.00388221 ..., -0.22214334 1.56931536
0.11234468]
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-0.33188201]
[ 0.03910121 0.08492112 -0.04463657 ..., 0.05381807 2.88988575
-0.06206914]]
Progress: 76.9% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16600936]
[-0.95057267]
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[ 2.58454029]
[-0.05177426]
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[ 4.45175602]
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[ 0.38252864]
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[ 4.27331418]
[-1.87979585]]
[[-0.0180281 -0.30436623 0.26457658 ..., -0.23193486 -0.34804746
0.25423417]
[ 0.0584273 0.14588373 0.00386133 ..., -0.22218599 1.56938396
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-0.33232247]
[ 0.03913135 0.08508664 -0.0444998 ..., 0.05386863 2.88982134
-0.06166827]]
Progress: 76.9% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16784773]
[-0.95320561]
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[ 2.58285221]
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[ 4.45120152]
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[ 0.38092044]
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[ 4.26957059]
[-1.88162532]]
[[-0.01789514 -0.30354308 0.26542028 ..., -0.23169182 -0.3502875
0.25577482]
[ 0.05841073 0.14579529 0.0038231 ..., -0.22221652 1.56951097
0.11216363]
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-0.33077459]
[ 0.03915488 0.08523184 -0.04442304 ..., 0.05391325 2.8898208
-0.06157626]]
Progress: 76.9% ... Training loss: 0.063 ... Validation loss: 0.142[[-0.15914304]
[-0.94458346]
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[ 2.58764518]
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[[-0.01824332 -0.30543336 0.26358517 ..., -0.23231199 -0.34613331
0.25343176]
[ 0.05844003 0.14597851 0.00410732 ..., -0.22216214 1.5696784
0.11238355]
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[-0.18491466 -0.24200233 -0.37664953 ..., 0.08888813 -0.60368568
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-0.33260317]
[ 0.03907579 0.08478608 -0.04492826 ..., 0.05376897 2.88988458
-0.06231012]]
Progress: 76.9% ... Training loss: 0.070 ... Validation loss: 0.150[[-0.16651707]
[-0.95109925]
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[ 2.58335671]
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[ 0.38180065]
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[[-0.01796149 -0.3038604 0.26469545 ..., -0.23179434 -0.351861
0.25550007]
[ 0.05847958 0.14620788 0.0042841 ..., -0.22209038 1.56948789
0.11253884]
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-0.33178234]
[ 0.03920527 0.08553648 -0.04429837 ..., 0.05400724 2.88957599
-0.06130887]]
Progress: 76.9% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16307697]
[-0.94830513]
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[ 2.58358484]
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[[-0.01812396 -0.30473467 0.26399328 ..., -0.23209011 -0.35049944
0.25498446]
[ 0.05847847 0.14620218 0.00428186 ..., -0.22209221 1.56949079
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-0.33168022]
[ 0.03915566 0.08524152 -0.04450151 ..., 0.05391285 2.88945187
-0.06168646]]
Progress: 76.9% ... Training loss: 0.063 ... Validation loss: 0.142[[-0.16906767]
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[ 2.58155633]
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[[-0.01801092 -0.30410843 0.26487293 ..., -0.23189951 -0.35257292
0.25609064]
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0.11253607]
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-0.33106227]
[ 0.03923316 0.08571228 -0.04403927 ..., 0.05404524 2.88941118
-0.06117173]]
Progress: 76.9% ... Training loss: 0.066 ... Validation loss: 0.143[[-0.15972216]
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[ 2.58767292]
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[[-0.01817581 -0.30502234 0.26386266 ..., -0.23221604 -0.34720359
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-0.33190731]
[ 0.03906924 0.08476809 -0.0450942 ..., 0.05373544 2.88971967
-0.06292042]]
Progress: 76.9% ... Training loss: 0.067 ... Validation loss: 0.145[[-0.16701801]
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[[-0.01776833 -0.30271069 0.26626872 ..., -0.23149255 -0.35284458
0.25806733]
[ 0.05848691 0.14624978 0.00436699 ..., -0.22207708 1.56930231
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-0.3319855 ]
[ 0.03915891 0.08529147 -0.04439203 ..., 0.05389989 2.8895775
-0.06208811]]
Progress: 77.0% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.15890684]
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[[-0.0180193 -0.30409302 0.26487667 ..., -0.23191383 -0.34813987
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[ 0.05840038 0.14580372 0.00398234 ..., -0.22222044 1.57052013
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[ 0.03923997 0.08572933 -0.04399536 ..., 0.05403906 2.88945444
-0.06144839]]
Progress: 77.0% ... Training loss: 0.068 ... Validation loss: 0.150[[-0.166746 ]
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[ 2.58463185]
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[[-0.01775696 -0.30262979 0.266806 ..., -0.23142636 -0.35206222
0.2583222 ]
[ 0.05848987 0.14632339 0.00464013 ..., -0.22205062 1.57018819
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-0.33215282]
[ 0.0392801 0.08597419 -0.04348251 ..., 0.05411564 2.88942692
-0.06096899]]
Progress: 77.0% ... Training loss: 0.064 ... Validation loss: 0.144[[-0.16527588]
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[[-0.01788196 -0.30333046 0.26584311 ..., -0.2316573 -0.34986164
0.25719873]
[ 0.05839963 0.14574958 0.00390672 ..., -0.2222142 1.57263205
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[ 0.03929271 0.08604972 -0.0433305 ..., 0.05414459 2.88938132
-0.06069829]]
Progress: 77.0% ... Training loss: 0.063 ... Validation loss: 0.143[[-0.16123599]
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[[-0.01812275 -0.30468385 0.26412837 ..., -0.23206682 -0.34713757
0.2558532 ]
[ 0.05844633 0.14600983 0.00408866 ..., -0.22213104 1.5722018
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-0.33320728]
[ 0.03927992 0.08598737 -0.04325504 ..., 0.05412254 2.889377
-0.06075926]]
Progress: 77.0% ... Training loss: 0.064 ... Validation loss: 0.145[[-0.16640727]
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[[-0.01784377 -0.30311121 0.26563058 ..., -0.23156808 -0.35139764
0.25822676]
[ 0.05847349 0.14616235 0.00417388 ..., -0.22208063 1.57189746
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[ 0.03922435 0.08567951 -0.04378592 ..., 0.05401613 2.88969109
-0.06151472]]
Progress: 77.0% ... Training loss: 0.063 ... Validation loss: 0.142[[-0.1672191 ]
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[[-0.01781522 -0.30295274 0.26570036 ..., -0.23150181 -0.35190167
0.25935467]
[ 0.05858477 0.14678786 0.00462 ..., -0.22187519 1.57089714
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[ 0.03915143 0.08524013 -0.04444312 ..., 0.05389212 2.88986783
-0.06188674]]
Progress: 77.0% ... Training loss: 0.064 ... Validation loss: 0.143[[-0.16576986]
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[[-0.01794852 -0.30370045 0.26473605 ..., -0.23172785 -0.34833194
0.2579004 ]
[ 0.05851474 0.1463945 0.00407727 ..., -0.22198819 1.57247756
0.11285367]
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-0.33362802]
[ 0.03922845 0.0856785 -0.0439582 ..., 0.05403168 2.88965734
-0.06148889]]
Progress: 77.0% ... Training loss: 0.063 ... Validation loss: 0.142[[-0.16136853]
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[[-0.0181125 -0.30460502 0.26374624 ..., -0.23202369 -0.34406564
0.25594916]
[ 0.05847509 0.14617435 0.00380142 ..., -0.22204461 1.57313801
0.1123064 ]
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-0.33451127]
[ 0.03923739 0.08573841 -0.04381126 ..., 0.05405013 2.88977267
-0.06167325]]
Progress: 77.0% ... Training loss: 0.066 ... Validation loss: 0.143[[-0.16616905]
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[[-0.01784178 -0.30304163 0.26526408 ..., -0.23153097 -0.34559948
0.2592963 ]
[ 0.05848249 0.14621233 0.00381583 ..., -0.22203219 1.5731049
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-0.33432333]
[ 0.03938051 0.08654161 -0.04284648 ..., 0.05431305 2.88969186
-0.05992835]]
Progress: 77.0% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16390959]
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[[-0.01794826 -0.30366867 0.26495791 ..., -0.23172422 -0.34551336
0.25900984]
[ 0.05844264 0.14599992 0.00374697 ..., -0.22210246 1.57344777
0.11209084]
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-0.33544218]
[ 0.03929588 0.08606343 -0.04325796 ..., 0.05415892 2.88979229
-0.06069582]]
Progress: 77.0% ... Training loss: 0.062 ... Validation loss: 0.143[[-0.16039376]
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0.25751578]
[ 0.05847493 0.14619225 0.00387477 ..., -0.2220461 1.57327826
0.11231356]
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0.96490958]
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-0.33568189]
[ 0.03926888 0.08586832 -0.04345976 ..., 0.05412476 2.89021376
-0.06103379]]
Progress: 77.0% ... Training loss: 0.065 ... Validation loss: 0.146[[-0.16620342]
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[[-0.01790242 -0.3035063 0.26460966 ..., -0.23164517 -0.34685226
0.25999246]
[ 0.05847525 0.14618556 0.00384746 ..., -0.22204633 1.57342239
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-0.33512077]
[ 0.03942384 0.08676272 -0.04284709 ..., 0.05440809 2.89006331
-0.06011706]]
Progress: 77.0% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16471037]
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[ 2.58878958]
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[[-0.01791609 -0.30356395 0.2646058 ..., -0.23166164 -0.34564365
0.26031596]
[ 0.0585436 0.14657224 0.00425847 ..., -0.22193485 1.57321792
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-0.33529985]
[ 0.03934314 0.08631713 -0.0432355 ..., 0.0542628 2.89035475
-0.06029732]]
Progress: 77.0% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16628015]
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0.2605056 ]
[ 0.05857051 0.14672364 0.00444605 ..., -0.22188714 1.57295353
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-0.33446151]
[ 0.03935521 0.08637449 -0.04310122 ..., 0.0542934 2.89063919
-0.06030699]]
Progress: 77.0% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16786135]
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[ 0.05857518 0.14675064 0.00447923 ..., -0.22187896 1.57292232
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-0.33382783]
[ 0.03936467 0.08639664 -0.04322334 ..., 0.0542975 2.8905727
-0.06021926]]
Progress: 77.1% ... Training loss: 0.065 ... Validation loss: 0.141[[-0.15914638]
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[ 0.05857726 0.14676241 0.00449292 ..., -0.2218752 1.57290905
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[ 0.03933773 0.08623558 -0.04334635 ..., 0.05424703 2.89058683
-0.0604417 ]]
Progress: 77.1% ... Training loss: 0.067 ... Validation loss: 0.149[[-0.16947811]
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[[-0.01763804 -0.30185475 0.26616455 ..., -0.23115229 -0.34739237
0.26265262]
[ 0.05861188 0.14698211 0.00470672 ..., -0.22181011 1.57219467
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[ 0.03954806 0.08744834 -0.04207733 ..., 0.05463543 2.89035265
-0.05889019]]
Progress: 77.1% ... Training loss: 0.068 ... Validation loss: 0.143[[-0.16181099]
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[[-0.01775175 -0.30241589 0.26571977 ..., -0.23134876 -0.34384882
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[ 0.05855964 0.14668393 0.00465091 ..., -0.22190653 1.57251245
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-0.33335773]
[ 0.03948866 0.08710395 -0.04237017 ..., 0.05452086 2.89040105
-0.05914481]]
Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.143[[-0.16184098]
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[[-0.01775818 -0.3024313 0.26569079 ..., -0.23132808 -0.34334005
0.26297215]
[ 0.05857133 0.14674052 0.00469739 ..., -0.22188401 1.57265344
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-0.33406942]
[ 0.0395062 0.08719088 -0.04229334 ..., 0.05456035 2.89043194
-0.05944467]]
Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.143[[-0.16296886]
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[[-0.0178388 -0.30302111 0.26482019 ..., -0.23148815 -0.34400864
0.2617842 ]
[ 0.05857063 0.14673646 0.00469507 ..., -0.22188517 1.57265536
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-0.33447609]
[ 0.03968792 0.08822312 -0.04113725 ..., 0.0549006 2.8901206
-0.0575477 ]]
Progress: 77.1% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16112184]
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[ 2.59362228]
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[[-0.01788336 -0.30332048 0.26458456 ..., -0.23160471 -0.34408137
0.26148084]
[ 0.05860726 0.1469371 0.00493565 ..., -0.22182253 1.57239803
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[ 0.03959157 0.0876971 -0.04160352 ..., 0.05473094 2.89028697
-0.05854893]]
Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.142[[-0.16447719]
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[ 0.38321828]
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[ 4.27499175]
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[[-0.01775007 -0.30252853 0.26563066 ..., -0.23135748 -0.34632685
0.26342743]
[ 0.05863079 0.14707589 0.00498217 ..., -0.2217782 1.57219452
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-0.33420669]
[ 0.0396779 0.0881962 -0.04094731 ..., 0.05488416 2.89012188
-0.05748339]]
Progress: 77.1% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16191934]
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[[-0.01770806 -0.30228235 0.26589983 ..., -0.231288 -0.34677293
0.26392277]
[ 0.05864438 0.14714485 0.00505131 ..., -0.22175658 1.57213272
0.11400806]
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-0.33528073]
[ 0.03971945 0.08839653 -0.04067519 ..., 0.05494782 2.89004847
-0.05710145]]
Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16473177]
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[[-0.01771652 -0.30223293 0.26608191 ..., -0.23129258 -0.34568709
0.26469391]
[ 0.05867858 0.14735081 0.00531482 ..., -0.22169132 1.57201191
0.11442317]
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-0.33483254]
[ 0.03980772 0.08885641 -0.04004115 ..., 0.05510734 2.89001254
-0.05598243]]
Progress: 77.1% ... Training loss: 0.064 ... Validation loss: 0.141[[-0.16465914]
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0.26462411]
[ 0.05866036 0.14724812 0.00518273 ..., -0.22172482 1.5722082
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-0.33499262]
[ 0.0397382 0.08844329 -0.04026537 ..., 0.05498517 2.89021917
-0.05654053]]
Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16173784]
[-0.95075335]
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[ 2.59020743]
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[[-0.01770665 -0.30215202 0.2662214 ..., -0.23127659 -0.34386265
0.26451018]
[ 0.05868282 0.14737506 0.00532906 ..., -0.22168725 1.5720956
0.11444364]
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-0.33533226]
[ 0.03976266 0.08856641 -0.04017716 ..., 0.05503307 2.89019142
-0.05626118]]
Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16169079]
[-0.95000669]
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[ 2.59220088]
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0.26368503]
[ 0.05872273 0.14760097 0.00557959 ..., -0.22161445 1.57190917
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-0.33629424]
[ 0.03981556 0.08888785 -0.03991074 ..., 0.05512439 2.89008305
-0.05595487]]
Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16149642]
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0.26369963]
[ 0.05873614 0.14767672 0.00567815 ..., -0.22159007 1.5717934
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-0.3366894 ]
[ 0.03979962 0.08878004 -0.03990851 ..., 0.0550977 2.89025382
-0.0563817 ]]
Progress: 77.1% ... Training loss: 0.064 ... Validation loss: 0.140[[-0.16620245]
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[[-0.01762607 -0.30165275 0.26679448 ..., -0.23112594 -0.34304824
0.26499258]
[ 0.05872294 0.14763494 0.0054995 ..., -0.22160337 1.57227103
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-0.33692623]
[ 0.03980604 0.08882262 -0.03980792 ..., 0.05510673 2.89022483
-0.0562248 ]]
Progress: 77.1% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16484441]
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[[-0.0176361 -0.30170763 0.26674502 ..., -0.23114703 -0.34254232
0.26476486]
[ 0.05870646 0.14752574 0.0052825 ..., -0.22163892 1.5727742
0.11449281]
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-0.33667212]
[ 0.03975917 0.08855771 -0.04006872 ..., 0.05501819 2.8901652
-0.05650071]]
Progress: 77.2% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16410614]
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0.26492072]
[ 0.05873253 0.14767432 0.0054754 ..., -0.22159098 1.5723091
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[ 0.03980136 0.08879932 -0.03992186 ..., 0.05509446 2.89011878
-0.05612419]]
Progress: 77.2% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16483684]
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[[-0.01739356 -0.30034106 0.26789213 ..., -0.23073527 -0.34281148
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[ 0.05864992 0.14721364 0.00501621 ..., -0.22173899 1.57269239
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[ 0.039716 0.08831957 -0.04040519 ..., 0.054938 2.89015293
-0.0564691 ]]
Progress: 77.2% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16531498]
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[[-0.01734015 -0.30000622 0.26803431 ..., -0.23062227 -0.3424344
0.26723925]
[ 0.05861024 0.14700068 0.00477142 ..., -0.22180936 1.57313369
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[ 0.03950817 0.08709942 -0.04159475 ..., 0.05455871 2.89049508
-0.05811526]]
Progress: 77.2% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16058895]
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[[-0.01747988 -0.30082199 0.26725634 ..., -0.23088064 -0.34202779
0.26593706]
[ 0.05856246 0.14672508 0.00443402 ..., -0.22188638 1.57398164
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[ 0.03939923 0.08649011 -0.04203975 ..., 0.05436754 2.89066058
-0.05909092]]
Progress: 77.2% ... Training loss: 0.065 ... Validation loss: 0.141[[-0.16995418]
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[[-0.01694671 -0.29772599 0.27022969 ..., -0.22990496 -0.3494875
0.27060154]
[ 0.05852314 0.14652216 0.00421142 ..., -0.22195267 1.57414933
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[ 0.03938219 0.0863909 -0.04215663 ..., 0.0543356 2.89067225
-0.05933491]]
Progress: 77.2% ... Training loss: 0.069 ... Validation loss: 0.145[[-0.16007717]
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[[-0.01727484 -0.29955024 0.26845093 ..., -0.2304798 -0.34717388
0.26760349]
[ 0.05850639 0.14643481 0.00413081 ..., -0.22197938 1.57422795
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[ 0.03928462 0.0858304 -0.04291501 ..., 0.0541565 2.89081356
-0.06018792]]
Progress: 77.2% ... Training loss: 0.065 ... Validation loss: 0.144[[-0.16695496]
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[ 4.27010319]
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[[-0.01728142 -0.29960812 0.2680385 ..., -0.23046514 -0.34735387
0.26746807]
[ 0.05843344 0.14601137 0.00350194 ..., -0.22209505 1.5760952
0.11207311]
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-0.33679563]
[ 0.03934915 0.08618119 -0.04245704 ..., 0.05427956 2.89077733
-0.05987394]]
Progress: 77.2% ... Training loss: 0.065 ... Validation loss: 0.142[[-0.16343203]
[-0.95011732]
[-1.18143942]
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[-0.05221422]
[ 2.59355367]
[-0.04969681]
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[ 1.00893935]
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[ 4.45113654]
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[ 0.38491082]
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[ 4.27535105]
[-1.88403727]]
[[-0.01753851 -0.30104508 0.26617251 ..., -0.23093064 -0.34371784
0.26514366]
[ 0.05838384 0.14572593 0.0031506 ..., -0.22218834 1.57726027
0.11148195]
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-0.33622584]
[ 0.03923763 0.0855487 -0.04310444 ..., 0.05408002 2.89107077
-0.06104275]]
Progress: 77.2% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16362067]
[-0.95074951]
[-1.18224096]
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[ 2.59168954]
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[ 4.45111449]
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[ 0.38445939]
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[ 4.27492535]
[-1.88514596]]
[[-0.01742919 -0.3003852 0.26676296 ..., -0.23072575 -0.34496238
0.26659758]
[ 0.05838781 0.14574977 0.00318807 ..., -0.22218141 1.57722097
0.11155351]
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-0.33559781]
[ 0.0392533 0.08563671 -0.04297972 ..., 0.05410807 2.89102878
-0.06071145]]
Progress: 77.2% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16500733]
[-0.95121212]
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[ 2.59125221]
[-0.05062011]
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[ 4.45159233]
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[ 0.38337677]
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[-1.88565839]]
[[-0.01736911 -0.2999914 0.26733832 ..., -0.23061931 -0.34587696
0.26726961]
[ 0.0583734 0.14566821 0.00317627 ..., -0.2222049 1.57723786
0.1114787 ]
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-0.33596221]
[ 0.03923459 0.08552089 -0.04307751 ..., 0.05407688 2.89109081
-0.06086006]]
Progress: 77.2% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16301175]
[-0.94967406]
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[-0.04871925]
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[ 0.38442451]
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[ 4.27705343]
[-1.88516978]]
[[-0.01733149 -0.29978383 0.26759626 ..., -0.23056127 -0.34559378
0.26754257]
[ 0.05840213 0.14581884 0.00334 ..., -0.22216621 1.57722245
0.11172819]
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0.96538489]
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-0.33663004]
[ 0.03914018 0.084978 -0.04355617 ..., 0.0539106 2.89112873
-0.061415 ]]
Progress: 77.2% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16518947]
[-0.95195618]
[-1.18268453]
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[ 2.59251015]
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[ 4.45231469]
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[ 0.38327979]
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[ 4.27300335]
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[[-0.01729539 -0.29959208 0.26763663 ..., -0.23051771 -0.3447311
0.26762702]
[ 0.05845237 0.14608321 0.00370941 ..., -0.22210278 1.57760549
0.11235611]
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0.96446384]
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-0.33684733]
[ 0.03912827 0.08489496 -0.04364874 ..., 0.05388508 2.89107493
-0.06128175]]
Progress: 77.2% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16635999]
[-0.95259106]
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[ 2.59264431]
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[[-0.01741086 -0.30018901 0.26712393 ..., -0.23070672 -0.34209265
0.2668656 ]
[ 0.05842208 0.14590686 0.00362058 ..., -0.22215852 1.5776866
0.11215498]
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-0.31921864]
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-0.33679806]
[ 0.03927583 0.08574059 -0.04265672 ..., 0.05415769 2.89068131
-0.05988724]]
Progress: 77.2% ... Training loss: 0.063 ... Validation loss: 0.138[[-0.16472957]
[-0.95115629]
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[ 2.59266789]
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[[-0.0172755 -0.29940275 0.26808108 ..., -0.2304555 -0.34212481
0.26757008]
[ 0.05842403 0.14591747 0.00362863 ..., -0.22215523 1.57767937
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-0.3377381 ]
[ 0.03934427 0.08612605 -0.04238136 ..., 0.05427596 2.89055869
-0.05950701]]
Progress: 77.2% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16676591]
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[[-0.01715256 -0.29875764 0.268492 ..., -0.23023864 -0.34476632
0.26811664]
[ 0.05848777 0.14627856 0.00389172 ..., -0.22203786 1.57662564
0.11279572]
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[-0.18490694 -0.24189866 -0.3778956 ..., 0.0889607 -0.60016666
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-0.33792083]
[ 0.03944416 0.08670461 -0.04192015 ..., 0.05445741 2.8903555
-0.05845959]]
Progress: 77.3% ... Training loss: 0.064 ... Validation loss: 0.140[[-0.16369931]
[-0.94943204]
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[[-0.0173425 -0.29976975 0.26736347 ..., -0.23058308 -0.3406494
0.26679601]
[ 0.05848103 0.14623793 0.00394457 ..., -0.22204924 1.57714697
0.11285071]
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-0.33805168]
[ 0.03933154 0.08608707 -0.04255134 ..., 0.05425112 2.89057473
-0.05940486]]
Progress: 77.3% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16047409]
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[ 2.59438184]
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[[-0.01752948 -0.3008847 0.26663475 ..., -0.23092354 -0.33912515
0.26524932]
[ 0.05832915 0.14537594 0.00323712 ..., -0.22232413 1.57747721
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-0.33857686]
[ 0.03936267 0.08626652 -0.0423416 ..., 0.05430027 2.89052398
-0.05904012]]
Progress: 77.3% ... Training loss: 0.065 ... Validation loss: 0.142[[-0.16763514]
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[[-0.01735105 -0.29990364 0.26795154 ..., -0.23059852 -0.3404478
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[ 0.05834177 0.14548099 0.00349172 ..., -0.22230386 1.57721691
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-0.33787399]
[ 0.0393531 0.08621799 -0.04275996 ..., 0.05428103 2.89054485
-0.0595965 ]]
Progress: 77.3% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16437661]
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[ 2.59326137]
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[[-0.0174675 -0.30051937 0.26713638 ..., -0.23079937 -0.33809053
0.26567831]
[ 0.05834906 0.14553334 0.00349515 ..., -0.22229109 1.57725345
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[ 0.0393556 0.08622481 -0.04275095 ..., 0.05427876 2.89039141
-0.05945578]]
Progress: 77.3% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16636425]
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[[-0.01740103 -0.30016315 0.26706102 ..., -0.23069263 -0.33764608
0.26547248]
[ 0.05833504 0.14545018 0.0033939 ..., -0.22231609 1.57730855
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-0.33724497]
[ 0.03940452 0.08651808 -0.04238261 ..., 0.05436846 2.89028871
-0.05906952]]
Progress: 77.3% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16544983]
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[ 2.59341661]
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[[-0.01743949 -0.3004054 0.2665487 ..., -0.23075092 -0.338971
0.26519929]
[ 0.05831991 0.14537084 0.00330023 ..., -0.22234164 1.57737934
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-0.33774515]
[ 0.03928517 0.08583307 -0.04305046 ..., 0.05414353 2.89058959
-0.06029507]]
Progress: 77.3% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.1612381 ]
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[[-0.01777902 -0.30230203 0.26444276 ..., -0.2313642 -0.33410822
0.26230834]
[ 0.05831568 0.14527746 0.00299812 ..., -0.22234167 1.57817158
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-0.33804399]
[ 0.03921291 0.08543896 -0.0432909 ..., 0.05401296 2.89073435
-0.0606814 ]]
Progress: 77.3% ... Training loss: 0.065 ... Validation loss: 0.140[[-0.1677986 ]
[-0.95071763]
[-1.18465117]
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[ 2.5956239 ]
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[ 4.45465209]
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[ 0.38337321]
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[ 4.2700819 ]
[-1.88366803]]
[[-0.01764146 -0.3014639 0.26543827 ..., -0.23112266 -0.33426208
0.26314778]
[ 0.05832767 0.14535225 0.00320917 ..., -0.22232079 1.57816409
0.11200208]
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-0.33789483]
[ 0.03920037 0.08535855 -0.04333492 ..., 0.05398778 2.89094072
-0.06113533]]
Progress: 77.3% ... Training loss: 0.064 ... Validation loss: 0.138[[-0.16644878]
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[ 4.45328287]
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[[-0.01764369 -0.30152199 0.26513836 ..., -0.23112993 -0.33550633
0.26300487]
[ 0.05835225 0.14548649 0.0033993 ..., -0.22229652 1.5782273
0.1124955 ]
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[ 0.03934797 0.08618441 -0.04244946 ..., 0.05424225 2.89043244
-0.05997055]]
Progress: 77.3% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.16761964]
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[ 2.59039431]
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[ 4.27045124]
[-1.88809476]]
[[-0.01762092 -0.30134514 0.26534761 ..., -0.23106349 -0.33374036
0.26395734]
[ 0.05837621 0.14561987 0.00356782 ..., -0.22225645 1.57802606
0.11267995]
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-0.33805818]
[ 0.03949479 0.08700641 -0.04163541 ..., 0.05450414 2.89021531
-0.05890739]]
Progress: 77.3% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16302996]
[-0.94765904]
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[ 2.59231004]
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[[-0.01770396 -0.30180826 0.26515665 ..., -0.2312233 -0.33409948
0.26328245]
[ 0.05838949 0.1456931 0.00361612 ..., -0.2222351 1.57792924
0.11276045]
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0.96944271]
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-0.33765773]
[ 0.03939489 0.08644625 -0.0419454 ..., 0.05432896 2.8902899
-0.05984771]]
Progress: 77.3% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16653746]
[-0.95080222]
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[ 2.59160393]
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[ 4.45192655]
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[[-0.01751329 -0.3007191 0.26637237 ..., -0.2308779 -0.33741444
0.26480006]
[ 0.05839184 0.14570639 0.00362403 ..., -0.22223067 1.57792773
0.11277128]
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-0.31819616]
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-0.3365358 ]
[ 0.03935365 0.08621287 -0.04208094 ..., 0.05425286 2.89030494
-0.0604133 ]]
Progress: 77.3% ... Training loss: 0.063 ... Validation loss: 0.138[[-0.1590213 ]
[-0.94475952]
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[ 2.5960892 ]
[-0.04551742]
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[[-0.01780171 -0.30233818 0.26501678 ..., -0.23139803 -0.33457869
0.26252297]
[ 0.05838644 0.14566642 0.00361167 ..., -0.22224116 1.57805495
0.11281031]
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0.96582028]
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-0.3187732 ]
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-0.33721019]
[ 0.03924054 0.08556922 -0.04269154 ..., 0.05404204 2.89059315
-0.0614884 ]]
Progress: 77.3% ... Training loss: 0.067 ... Validation loss: 0.143[[-0.1672933 ]
[-0.95198072]
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[ 2.59291689]
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[ 4.45280409]
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[ 0.38292302]
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[[-0.01758896 -0.301161 0.2659218 ..., -0.23100848 -0.33693187
0.26428884]
[ 0.05840605 0.14576691 0.00366902 ..., -0.22220534 1.57799178
0.11282898]
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-0.33586437]
[ 0.03932057 0.0860313 -0.04238846 ..., 0.05418871 2.89054691
-0.06087593]]
Progress: 77.3% ... Training loss: 0.064 ... Validation loss: 0.138[[-0.1638839 ]
[-0.94928456]
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[ 2.59433355]
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[[-0.01781039 -0.30235545 0.26430109 ..., -0.23137013 -0.33536214
0.26244648]
[ 0.05837951 0.14561462 0.00353135 ..., -0.22225174 1.57800446
0.11272569]
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-0.33669153]
[ 0.03919762 0.08535801 -0.04335397 ..., 0.05397287 2.89115398
-0.06203354]]
Progress: 77.4% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.16816334]
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[ 2.59251939]
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[[-0.01778154 -0.30222732 0.26426061 ..., -0.23130007 -0.33744482
0.26312123]
[ 0.05841658 0.14583826 0.00370154 ..., -0.22219049 1.57800141
0.11303636]
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-0.33605911]
[ 0.03930064 0.08594621 -0.04272015 ..., 0.05417083 2.89102986
-0.06105451]]
Progress: 77.4% ... Training loss: 0.066 ... Validation loss: 0.138[[-0.16818184]
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[[-0.01772324 -0.30191725 0.26480996 ..., -0.23120417 -0.33717482
0.26276226]
[ 0.05842957 0.14591862 0.00376519 ..., -0.22215563 1.57873949
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-0.33524499]
[ 0.03929386 0.08587862 -0.04282561 ..., 0.05415787 2.89107151
-0.06150321]]
Progress: 77.4% ... Training loss: 0.066 ... Validation loss: 0.139[[-0.15941093]
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[[-0.01818985 -0.30451095 0.26219945 ..., -0.23203942 -0.33114393
0.25903336]
[ 0.05835933 0.14552103 0.0032844 ..., -0.22228128 1.57950851
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[ 0.03906785 0.08461595 -0.04392369 ..., 0.05373885 2.89151126
-0.06315818]]
Progress: 77.4% ... Training loss: 0.066 ... Validation loss: 0.143[[-0.16705223]
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[[-0.01794511 -0.30309843 0.26342393 ..., -0.23158663 -0.33424011
0.261119 ]
[ 0.0584589 0.14610681 0.00359071 ..., -0.22210787 1.57939163
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[ 0.03909858 0.08479943 -0.0438525 ..., 0.05379855 2.89154779
-0.06318234]]
Progress: 77.4% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16440849]
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[[-0.01805991 -0.30367226 0.26299207 ..., -0.23176734 -0.33326646
0.2602567 ]
[ 0.0584589 0.14610681 0.00359071 ..., -0.22210787 1.57939163
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-0.33653679]
[ 0.03904104 0.08446469 -0.04428408 ..., 0.05368421 2.89155836
-0.06383723]]
Progress: 77.4% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.1630928 ]
[-0.94913294]
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[[-0.0181332 -0.30401829 0.26248844 ..., -0.23188494 -0.33209669
0.26002482]
[ 0.05849885 0.14634546 0.00376092 ..., -0.22203293 1.57878216
0.11336742]
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-0.33635539]
[ 0.03909487 0.08476169 -0.04377125 ..., 0.05379089 2.89154928
-0.06348168]]
Progress: 77.4% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16644908]
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[ 2.59288961]
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[[-0.01803566 -0.30345028 0.26306275 ..., -0.23169828 -0.33335046
0.26079252]
[ 0.05854147 0.1465907 0.00395844 ..., -0.22195613 1.57849049
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-0.33687755]
[ 0.03904819 0.08446784 -0.04394318 ..., 0.05370467 2.89164164
-0.0636965 ]]
Progress: 77.4% ... Training loss: 0.063 ... Validation loss: 0.138[[-0.1592563 ]
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[-1.18059078]
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[ 2.59886511]
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[[-0.01842705 -0.30557721 0.26116038 ..., -0.23240285 -0.32991526
0.25688673]
[ 0.05846393 0.14619446 0.00359301 ..., -0.22209275 1.57870405
0.11320769]
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0.96166968]
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-0.33782384]
[ 0.03898776 0.08411231 -0.04426739 ..., 0.05359704 2.89188668
-0.06470905]]
Progress: 77.4% ... Training loss: 0.068 ... Validation loss: 0.144[[-0.16694312]
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[ 2.59732234]
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[ 4.45282101]
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[ 0.38502832]
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[[-0.01808507 -0.30366579 0.26332476 ..., -0.23180089 -0.33439588
0.2591926 ]
[ 0.05848687 0.14629865 0.00366447 ..., -0.22205782 1.57871169
0.11313245]
[-0.06304279 0.24936823 0.46033046 ..., 0.23072315 -0.31661497
0.96215075]
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-0.33702485]
[ 0.03900195 0.08419842 -0.04428227 ..., 0.05362201 2.89204648
-0.06466975]]
Progress: 77.4% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16262743]
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[-1.88236034]]
[[-0.01822454 -0.30436403 0.26314056 ..., -0.23203183 -0.33383363
0.25884278]
[ 0.058484 0.14628376 0.00375493 ..., -0.22206054 1.57853749
0.11329427]
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-0.33687248]
[ 0.03891213 0.08370428 -0.0445616 ..., 0.05345821 2.89222661
-0.06536737]]
Progress: 77.4% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16747201]
[-0.95354971]
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[ 2.59418393]
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[ 0.3824867 ]
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[-1.88636858]]
[[-0.01793957 -0.30273499 0.26495131 ..., -0.23149604 -0.33582797
0.26191786]
[ 0.05854337 0.14664815 0.0040991 ..., -0.22194586 1.57771399
0.11392211]
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-0.31518548]
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-0.33646129]
[ 0.03903356 0.08440255 -0.04378865 ..., 0.05367603 2.8921632
-0.06422816]]
Progress: 77.4% ... Training loss: 0.065 ... Validation loss: 0.139[[-0.16151654]
[-0.94749152]
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[ 2.59886359]
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[[-0.01811079 -0.30362489 0.26402048 ..., -0.23180195 -0.33452306
0.26097594]
[ 0.05854891 0.1466878 0.0039898 ..., -0.22193685 1.57796423
0.11388268]
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-0.33695378]
[ 0.03891093 0.08375433 -0.04464449 ..., 0.05345505 2.89242394
-0.06567105]]
Progress: 77.4% ... Training loss: 0.063 ... Validation loss: 0.138[[-0.16584537]
[-0.95221196]
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[ 2.59427666]
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[[-0.01794691 -0.30270605 0.26476063 ..., -0.2314962 -0.33618958
0.26339616]
[ 0.05862484 0.14706592 0.00442253 ..., -0.22179714 1.57766305
0.1147448 ]
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-0.33675179]
[ 0.03899884 0.08428301 -0.04414746 ..., 0.05362722 2.89232989
-0.06494811]]
Progress: 77.4% ... Training loss: 0.064 ... Validation loss: 0.138[[-0.1634254 ]
[-0.95060882]
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[[-0.01820116 -0.30410537 0.2634313 ..., -0.23194797 -0.33242414
0.26142504]
[ 0.05863241 0.14710501 0.00456289 ..., -0.2217812 1.57751859
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-0.33760502]
[ 0.03884322 0.08338581 -0.04485406 ..., 0.05333801 2.89259835
-0.06592774]]
Progress: 77.4% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16444999]
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[[-0.01833768 -0.30486922 0.26254151 ..., -0.23217409 -0.33283779
0.26059274]
[ 0.05871961 0.14758813 0.00511733 ..., -0.2216154 1.57637825
0.11588562]
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[-0.18477839 -0.24103278 -0.37687627 ..., 0.08921851 -0.60009638
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-0.33721447]
[ 0.03879037 0.08307394 -0.04545759 ..., 0.05324958 2.89270495
-0.06659554]]
Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16227369]
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[[-0.01842359 -0.30531911 0.26206344 ..., -0.23233293 -0.3315351
0.25947484]
[ 0.05873694 0.14762846 0.00511535 ..., -0.22158114 1.57635998
0.11613846]
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-0.33642222]
[ 0.03863538 0.08218757 -0.04630376 ..., 0.05295463 2.8929321
-0.06797341]]
Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.1618821 ]
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[[-0.01847068 -0.30557887 0.26188124 ..., -0.23245297 -0.33310287
0.25902831]
[ 0.0587454 0.14767384 0.00517231 ..., -0.22156697 1.57629107
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[-0.18483609 -0.24136 -0.37739187 ..., 0.08912093 -0.59926541
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[ 0.03860084 0.082029 -0.04654546 ..., 0.05289644 2.89303943
-0.06848049]]
Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.16274748]
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[[-0.01836622 -0.30499875 0.26263293 ..., -0.23227834 -0.33402244
0.26046701]
[ 0.05873877 0.14762187 0.00511817 ..., -0.22158168 1.57645687
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[-0.18480267 -0.24117254 -0.37726713 ..., 0.08918502 -0.60007026
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-0.33555915]
[ 0.03861963 0.08213216 -0.04630788 ..., 0.05292786 2.89304283
-0.06830685]]
Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.135[[-0.16211986]
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[[-0.01842807 -0.30536517 0.26216694 ..., -0.23238827 -0.33317503
0.25957683]
[ 0.0587004 0.14740171 0.00491317 ..., -0.22165268 1.57702478
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[ 0.03863421 0.0822482 -0.04638338 ..., 0.0529637 2.89305121
-0.0681887 ]]
Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.135[[-0.16513584]
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[[-0.01832286 -0.30481607 0.26239752 ..., -0.23219099 -0.33332442
0.26052884]
[ 0.05867345 0.14725051 0.00469853 ..., -0.22170261 1.57769485
0.11522256]
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[-0.18475355 -0.24088584 -0.37699778 ..., 0.0892789 -0.6015025
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-0.33616543]
[ 0.03873009 0.08281146 -0.04597156 ..., 0.05313701 2.89292301
-0.06736876]]
Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.135[[-0.16309975]
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[ 4.27936418]
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[[-0.01834104 -0.30497613 0.26227694 ..., -0.23223691 -0.33325039
0.2603523 ]
[ 0.05877114 0.14776365 0.00521905 ..., -0.22152937 1.57732908
0.11612601]
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[-0.18477318 -0.24100696 -0.37712829 ..., 0.08924304 -0.60127265
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-0.33635598]
[ 0.03863673 0.08227339 -0.04630055 ..., 0.05296896 2.89297254
-0.06755865]]
Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.16301134]
[-0.94827735]
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[ 2.60025605]
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[[-0.01832725 -0.30494519 0.26237756 ..., -0.23221621 -0.33431317
0.26023311]
[ 0.05872399 0.14749826 0.00495276 ..., -0.22161479 1.57771798
0.11569854]
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-0.33669203]
[ 0.0386393 0.08228979 -0.04622788 ..., 0.05297311 2.89295119
-0.06765829]]
Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.16558248]
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[-1.18377043]
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[ 2.60061236]
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[ 0.3847218 ]
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[ 4.27514573]
[-1.88279304]]
[[-0.01814895 -0.30389788 0.26362169 ..., -0.23189921 -0.33550211
0.26142365]
[ 0.05872165 0.14750275 0.00503347 ..., -0.22162879 1.5785201
0.11580353]
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-0.33611341]
[ 0.03859273 0.08202802 -0.04653582 ..., 0.05289209 2.89323638
-0.06859281]]
Progress: 77.5% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16292352]
[-0.94851063]
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[-1.88143107]]
[[-0.01801938 -0.30313974 0.26371065 ..., -0.23165638 -0.33447049
0.26273195]
[ 0.05879033 0.14789611 0.00549849 ..., -0.22150644 1.57836343
0.11620236]
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-0.33572758]
[ 0.03862673 0.08221081 -0.04669159 ..., 0.05295218 2.89314012
-0.06845174]]
Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.16099691]
[-0.94674989]
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[ 2.60260347]
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[ 4.45540031]
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[ 0.38827703]
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[ 4.28160124]
[-1.88092011]]
[[-0.018138 -0.30386795 0.26317212 ..., -0.23186631 -0.33172499
0.26169512]
[ 0.05879033 0.14789611 0.00549849 ..., -0.22150644 1.57836343
0.11620236]
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-0.33637502]
[ 0.03862874 0.08218919 -0.04668264 ..., 0.05295939 2.89330631
-0.06831931]]
Progress: 77.5% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16921786]
[-0.95438638]
[-1.18488389]
[-0.77765235]
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[ 2.59805835]
[-0.05512362]
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[ 4.45369905]
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[-1.88506481]]
[[-0.01789479 -0.30252974 0.26431658 ..., -0.23144719 -0.33704035
0.26376576]
[ 0.05886239 0.14830703 0.00574563 ..., -0.22137617 1.57778936
0.11674878]
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0.96079588]
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[-0.18476952 -0.24101809 -0.37768379 ..., 0.0892744 -0.60197196
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-0.33582225]
[ 0.03863356 0.08224561 -0.04677137 ..., 0.05296959 2.89345422
-0.06859237]]
Progress: 77.5% ... Training loss: 0.069 ... Validation loss: 0.141[[-0.16370911]
[-0.95032268]
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[ 2.59900216]
[-0.05100867]
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[ 0.38529536]
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[[-0.01816971 -0.30397527 0.26291862 ..., -0.2319141 -0.33371785
0.26151358]
[ 0.05886239 0.14830703 0.00574563 ..., -0.22137617 1.57778936
0.11674878]
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[-0.18480696 -0.24121738 -0.37782525 ..., 0.0892017 -0.60062746
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-0.33579977]
[ 0.0385763 0.08197264 -0.04703578 ..., 0.05286282 2.89348545
-0.06911721]]
Progress: 77.5% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.1589708 ]
[-0.94574719]
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[ 2.60266789]
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[ 0.38880968]
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[[-0.01841993 -0.30539379 0.2612507 ..., -0.23234913 -0.33244094
0.25906877]
[ 0.05888627 0.14844463 0.00585552 ..., -0.22133288 1.57756773
0.11687909]
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-0.33585227]
[ 0.0385052 0.08155707 -0.04749316 ..., 0.05272573 2.8936975
-0.06984229]]
Progress: 77.5% ... Training loss: 0.064 ... Validation loss: 0.140[[-0.1672472 ]
[-0.95327711]
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[ 2.59766047]
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[[-0.01812722 -0.30367559 0.26308806 ..., -0.23181331 -0.33573326
0.26183747]
[ 0.05893011 0.14870305 0.0060206 ..., -0.22125511 1.57656629
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[-0.18472614 -0.24083206 -0.37731409 ..., 0.08934804 -0.60234087
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-0.33537039]
[ 0.03871235 0.08276018 -0.04632928 ..., 0.05310755 2.89335277
-0.06807762]]
Progress: 77.5% ... Training loss: 0.066 ... Validation loss: 0.138[[-0.16166439]
[-0.94868974]
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[ 2.59854415]
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[[-0.01840799 -0.30521335 0.26151876 ..., -0.23229974 -0.33458741
0.25930246]
[ 0.05895226 0.14881502 0.0061902 ..., -0.2212186 1.57642058
0.11753143]
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-0.33555548]
[ 0.03863101 0.08229606 -0.04686308 ..., 0.05295848 2.89355573
-0.06860234]]
Progress: 77.6% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16355133]
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[ 2.59612134]
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[[-0.01839016 -0.30504698 0.26167296 ..., -0.23224949 -0.33276022
0.26012561]
[ 0.05901281 0.14917296 0.00633523 ..., -0.22111463 1.57634086
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[ 0.03869796 0.08267592 -0.04647297 ..., 0.05308216 2.89335923
-0.06817336]]
Progress: 77.6% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16533727]
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[[-0.01828912 -0.30448965 0.26230243 ..., -0.23209684 -0.33229555
0.26069068]
[ 0.05901221 0.14916946 0.00633362 ..., -0.22111577 1.57634479
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[ 0.03863098 0.08230751 -0.04674114 ..., 0.0529628 2.89353423
-0.06886659]]
Progress: 77.6% ... Training loss: 0.063 ... Validation loss: 0.136[[-0.16477972]
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[[-0.01830387 -0.30454604 0.2620112 ..., -0.23210204 -0.33055622
0.26027787]
[ 0.05902665 0.14924693 0.00638611 ..., -0.22109593 1.57628129
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[ 0.03873977 0.08292521 -0.04606203 ..., 0.0531592 2.89323961
-0.06815657]]
Progress: 77.6% ... Training loss: 0.063 ... Validation loss: 0.136[[-0.164822 ]
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[[-0.01814183 -0.30366212 0.26302192 ..., -0.23181787 -0.33332543
0.2608708 ]
[ 0.0590245 0.14923479 0.00637053 ..., -0.22109977 1.57628799
0.11825262]
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[ 0.03869634 0.08270332 -0.04641502 ..., 0.05308903 2.89333734
-0.06832811]]
Progress: 77.6% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.15816881]
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[[-0.01849743 -0.30567323 0.26098367 ..., -0.23246244 -0.32876102
0.25747462]
[ 0.05907152 0.14950863 0.00647667 ..., -0.22101918 1.5762397
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-0.33882199]
[ 0.03873805 0.08294844 -0.04638764 ..., 0.05316808 2.89325293
-0.06799279]]
Progress: 77.6% ... Training loss: 0.066 ... Validation loss: 0.143[[-0.1638601 ]
[-0.94988153]
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[ 0.38615767]
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[ 4.27541945]
[-1.88407606]]
[[-0.01836161 -0.30494016 0.2617558 ..., -0.23221233 -0.32720859
0.25850811]
[ 0.05910455 0.14969485 0.00663323 ..., -0.22095947 1.57605109
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[-0.18491305 -0.24186154 -0.3787444 ..., 0.08902688 -0.5981218
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-0.33897585]
[ 0.03883661 0.08351464 -0.04586355 ..., 0.05334719 2.89308204
-0.06723655]]
Progress: 77.6% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.16200976]
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[[-0.0183402 -0.30482567 0.26212011 ..., -0.23217693 -0.32745157
0.25831451]
[ 0.05909865 0.1496825 0.00670259 ..., -0.22097121 1.57615017
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-0.33885412]
[ 0.03882402 0.08343586 -0.04612952 ..., 0.05331887 2.89306294
-0.06737238]]
Progress: 77.6% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.1593297 ]
[-0.94603354]
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[ 4.28284632]
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[[-0.01841156 -0.30527174 0.26165009 ..., -0.23229602 -0.32706673
0.25815123]
[ 0.05909152 0.14964065 0.00665144 ..., -0.22098411 1.57619058
0.11890263]
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-0.33914518]
[ 0.03883262 0.08349291 -0.04584621 ..., 0.05333408 2.89308573
-0.06699849]]
Progress: 77.6% ... Training loss: 0.065 ... Validation loss: 0.142[[-0.1611877 ]
[-0.94644476]
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[-1.88316824]]
[[-0.01828906 -0.30462546 0.26246283 ..., -0.2320856 -0.32831841
0.25880911]
[ 0.05908263 0.14958708 0.00658593 ..., -0.22100077 1.576327
0.11882044]
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-0.33943467]
[ 0.03889272 0.08383084 -0.04552113 ..., 0.05344311 2.89300843
-0.06677312]]
Progress: 77.6% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16197867]
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[ 2.59832323]
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[[-0.01818121 -0.30404689 0.26314094 ..., -0.23188022 -0.33067571
0.26026639]
[ 0.05917947 0.15009649 0.0070358 ..., -0.22082436 1.57588189
0.11969749]
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-0.33933255]
[ 0.03886336 0.08365471 -0.04582013 ..., 0.05338533 2.89302298
-0.06708513]]
Progress: 77.6% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.1643099 ]
[-0.95064513]
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[[-0.01819014 -0.30410321 0.26338029 ..., -0.23186362 -0.33016717
0.26063772]
[ 0.05919761 0.15020289 0.00717133 ..., -0.22079042 1.57571408
0.11986486]
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-0.32005679]
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-0.339298 ]
[ 0.03901248 0.084422 -0.04478089 ..., 0.05364888 2.89291381
-0.066135 ]]
Progress: 77.6% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16387105]
[-0.95005828]
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[ 2.59658664]
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[[-0.0180828 -0.30362812 0.26394485 ..., -0.2316689 -0.33070261
0.26124553]
[ 0.05919148 0.15016551 0.00710384 ..., -0.22080099 1.57589586
0.11977951]
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-0.33973913]
[ 0.03901223 0.08439808 -0.04482654 ..., 0.05364549 2.89278331
-0.06634407]]
Progress: 77.6% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16050082]
[-0.94730035]
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[ 2.59956997]
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0.25894184]
[ 0.05919863 0.15019878 0.00715612 ..., -0.22078978 1.57585251
0.11981441]
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-0.33974855]
[ 0.03888784 0.08367515 -0.04575249 ..., 0.05341615 2.89304078
-0.06761634]]
Progress: 77.6% ... Training loss: 0.063 ... Validation loss: 0.144[[-0.16129883]
[-0.94752805]
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[[-0.01838854 -0.30541861 0.26282404 ..., -0.23220578 -0.32903502
0.25962651]
[ 0.0591401 0.14984603 0.00689139 ..., -0.22088755 1.57648872
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-0.33955735]
[ 0.03893718 0.08393372 -0.04558974 ..., 0.05350145 2.89302175
-0.06752581]]
Progress: 77.6% ... Training loss: 0.063 ... Validation loss: 0.142[[-0.16154403]
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0.25858317]
[ 0.05912921 0.14977848 0.0068152 ..., -0.22090251 1.57674996
0.11903348]
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-0.33944753]
[ 0.03897091 0.08411939 -0.04544965 ..., 0.05356645 2.89298955
-0.06764163]]
Progress: 77.7% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16494387]
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[[-0.01840877 -0.3056248 0.26276971 ..., -0.23225888 -0.32811065
0.25921177]
[ 0.05907437 0.14945086 0.00670322 ..., -0.22100864 1.57651939
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[ 0.0391279 0.08505069 -0.0445666 ..., 0.05385416 2.89293476
-0.06614658]]
Progress: 77.7% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16876195]
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[[-0.01837041 -0.30540094 0.26312735 ..., -0.23219174 -0.32938571
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[ 0.03918063 0.0853442 -0.04424647 ..., 0.05395067 2.8929187
-0.0658668 ]]
Progress: 77.7% ... Training loss: 0.066 ... Validation loss: 0.139[[-0.15775581]
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[[-0.01853806 -0.30627736 0.26237205 ..., -0.23247052 -0.32691612
0.25833855]
[ 0.05904879 0.14931989 0.0065161 ..., -0.22105023 1.5769568
0.11861204]
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-0.34074007]
[ 0.03913412 0.085074 -0.04417814 ..., 0.05387562 2.89293019
-0.06615496]]
Progress: 77.7% ... Training loss: 0.069 ... Validation loss: 0.152[[-0.16679295]
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[[-0.01811703 -0.30392188 0.26494488 ..., -0.23169999 -0.33132681
0.26154741]
[ 0.05898996 0.14897918 0.00617893 ..., -0.22115504 1.57697448
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[-0.18479612 -0.24126033 -0.37822348 ..., 0.0892701 -0.60122932
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[ 0.03925039 0.08573751 -0.04330261 ..., 0.05409526 2.89284447
-0.06532867]]
Progress: 77.7% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16401129]
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[[-0.01801487 -0.30327732 0.26545552 ..., -0.23149676 -0.33156819
0.26211225]
[ 0.05895096 0.14875089 0.00612378 ..., -0.22122355 1.5770028
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[ 0.03905089 0.08461338 -0.04473046 ..., 0.05373575 2.89322555
-0.06702345]]
Progress: 77.7% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16336763]
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[[-0.01801458 -0.30327132 0.26540442 ..., -0.23149476 -0.33184607
0.26222167]
[ 0.05895756 0.14878117 0.00613138 ..., -0.22121347 1.5769688
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[-0.18475698 -0.24106227 -0.37785593 ..., 0.08933606 -0.602219
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[ 0.0389975 0.08431551 -0.04524668 ..., 0.05363541 2.89321955
-0.06728936]]
Progress: 77.7% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16951505]
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[[-0.01781008 -0.30209905 0.26650112 ..., -0.2311195 -0.33328504
0.26389974]
[ 0.0589865 0.14893902 0.00617909 ..., -0.22116123 1.57661175
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[-0.18465123 -0.24047752 -0.3776655 ..., 0.08953084 -0.60349179
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[ 0.03915345 0.08523942 -0.0442069 ..., 0.05392613 2.89325388
-0.06664856]]
Progress: 77.7% ... Training loss: 0.066 ... Validation loss: 0.139[[-0.16263847]
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0.26271674]
[ 0.05892148 0.14857572 0.00575771 ..., -0.22126732 1.57775976
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-0.34228804]
[ 0.03911405 0.08499854 -0.04430946 ..., 0.05385731 2.89337359
-0.06725394]]
Progress: 77.7% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16675342]
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[[-0.01788127 -0.30237038 0.26629247 ..., -0.23119473 -0.3329069
0.26384154]
[ 0.05897922 0.14891881 0.0060497 ..., -0.22116796 1.57765425
0.1179384 ]
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-0.34235202]
[ 0.03918845 0.08538374 -0.04379793 ..., 0.0539899 2.8934049
-0.06635959]]
Progress: 77.7% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.159965 ]
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[[-0.01805604 -0.30342375 0.26486673 ..., -0.23151663 -0.33393901
0.26198365]
[ 0.0589395 0.14869595 0.0057738 ..., -0.22123983 1.5781912
0.11756175]
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-0.34242225]
[ 0.03893635 0.08394795 -0.04528918 ..., 0.05352584 2.89391718
-0.06904785]]
Progress: 77.7% ... Training loss: 0.064 ... Validation loss: 0.142[[-0.16607127]
[-0.94880602]
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[ 2.59895421]
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0.26411014]
[ 0.05894843 0.14875524 0.00580654 ..., -0.22122247 1.57823485
0.11761708]
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-0.34208993]
[ 0.03888418 0.0836493 -0.04542181 ..., 0.05342267 2.89383274
-0.06939796]]
Progress: 77.7% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16247101]
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0.2625553 ]
[ 0.05890438 0.14849609 0.00537886 ..., -0.2213027 1.57839753
0.11713477]
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-0.34188774]
[ 0.03887619 0.08360382 -0.04550022 ..., 0.05341269 2.89393373
-0.06966864]]
Progress: 77.7% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16526446]
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0.26253435]
[ 0.05891468 0.1485507 0.00539536 ..., -0.22128624 1.57833638
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-0.34173613]
[ 0.03891102 0.0838138 -0.04535213 ..., 0.05347469 2.89384631
-0.0695902 ]]
Progress: 77.7% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.16280216]
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0.26164175]
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[ 0.03887047 0.08358126 -0.04544604 ..., 0.05340032 2.89402865
-0.06981785]]
Progress: 77.7% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.1650273 ]
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[ 0.03895352 0.08403243 -0.04494411 ..., 0.05354782 2.89388858
-0.06914061]]
Progress: 77.8% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16189842]
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[ 0.03892287 0.08385181 -0.04526182 ..., 0.05347777 2.8938142
-0.06955273]]
Progress: 77.8% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16073825]
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[[-0.01821232 -0.3044222 0.26438382 ..., -0.2318135 -0.33955529
0.26018226]
[ 0.0587894 0.14780277 0.00484202 ..., -0.22152773 1.57871032
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[ 0.03878651 0.0830608 -0.04614881 ..., 0.05321284 2.89419363
-0.07071369]]
Progress: 77.8% ... Training loss: 0.063 ... Validation loss: 0.142[[-0.16047205]
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[[-0.01824844 -0.30470757 0.26434932 ..., -0.23189443 -0.34153212
0.25963805]
[ 0.05883681 0.14807107 0.00499382 ..., -0.22144073 1.57816011
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[ 0.0387607 0.0829151 -0.04636095 ..., 0.05316349 2.89425386
-0.07112641]]
Progress: 77.8% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16567379]
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[[-0.01812027 -0.30402652 0.26500538 ..., -0.23167532 -0.34455929
0.26065988]
[ 0.05889331 0.1483923 0.00530536 ..., -0.2213398 1.57797495
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[ 0.03892123 0.08383376 -0.04540356 ..., 0.05345482 2.89392916
-0.06979794]]
Progress: 77.8% ... Training loss: 0.063 ... Validation loss: 0.138[[-0.15729566]
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[[-0.01836859 -0.30537276 0.26369614 ..., -0.23210413 -0.33843759
0.25895441]
[ 0.05875386 0.14760352 0.00439356 ..., -0.2215813 1.58043002
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-0.34330713]
[ 0.03887905 0.08358238 -0.0455143 ..., 0.05337457 2.89389633
-0.07003644]]
Progress: 77.8% ... Training loss: 0.068 ... Validation loss: 0.147[[-0.16374629]
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[[-0.01815182 -0.30411769 0.2647965 ..., -0.2317261 -0.34293003
0.26054554]
[ 0.05876262 0.14765578 0.00444033 ..., -0.22156594 1.58037887
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-0.34138649]
[ 0.03882606 0.08325209 -0.04569529 ..., 0.0532636 2.89400898
-0.07054934]]
Progress: 77.8% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16137921]
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[[-0.01837435 -0.30527955 0.26359992 ..., -0.23209857 -0.33909389
0.25943821]
[ 0.05871538 0.14742698 0.0042117 ..., -0.22163897 1.58099434
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[ 0.03880863 0.08315907 -0.04587564 ..., 0.05321719 2.89400448
-0.07045205]]
Progress: 77.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16076229]
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[ 2.60431484]
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[[-0.0185592 -0.30637504 0.26233398 ..., -0.23241766 -0.33760247
0.25802267]
[ 0.05869166 0.1472891 0.00404994 ..., -0.22168387 1.58105016
0.11531343]
[-0.06246555 0.25210753 0.45899089 ..., 0.23184878 -0.32321028
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[-0.18470907 -0.24081493 -0.37837319 ..., 0.08944931 -0.60100044
-0.31767683]
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-0.34160883]
[ 0.03871707 0.08262306 -0.04626865 ..., 0.05304611 2.89427099
-0.07098536]]
Progress: 77.8% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.1640202 ]
[-0.94757865]
[-1.18620812]
[-0.76957048]
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[ 2.60245557]
[-0.04892828]
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[ 4.46431203]
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[ 0.38419554]
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[ 4.28310694]
[-1.88899344]]
[[-0.01842138 -0.30557446 0.26345316 ..., -0.23215778 -0.34074482
0.25964706]
[ 0.05871134 0.14743084 0.00399403 ..., -0.22165048 1.58134859
0.11554248]
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-0.34044288]
[ 0.03876564 0.08292553 -0.04595802 ..., 0.05313825 2.89409625
-0.07072912]]
Progress: 77.8% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16228798]
[-0.94643692]
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[ 2.6041255 ]
[-0.04786583]
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[ 0.13963247]
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[ 4.46432258]
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[ 0.38514209]
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[ 4.28522705]
[-1.88854417]]
[[-0.01845472 -0.30575115 0.26319997 ..., -0.23220835 -0.34051846
0.25938632]
[ 0.05868421 0.14727396 0.00382107 ..., -0.22169926 1.58160147
0.11528464]
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[-0.18462074 -0.24033514 -0.3779428 ..., 0.08960678 -0.60074786
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-0.34019479]
[ 0.03873597 0.08271851 -0.04610189 ..., 0.0530774 2.89419701
-0.07109571]]
Progress: 77.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16212431]
[-0.94697032]
[-1.18594948]
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[ 2.60210469]
[-0.04828293]
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[ 4.46462123]
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[ 4.28576072]
[-1.88893755]]
[[-0.0184576 -0.30576127 0.26297006 ..., -0.23219643 -0.34075702
0.25945732]
[ 0.05866344 0.14715552 0.00376927 ..., -0.22173509 1.58165554
0.11514435]
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0.96333759]
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-0.33951581]
[ 0.03876492 0.08288646 -0.04574594 ..., 0.05313241 2.89408001
-0.07087359]]
Progress: 77.8% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16639141]
[-0.95052501]
[-1.18828232]
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[ 2.60112759]
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[ 4.46384988]
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[ 0.38183143]
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[ 4.27881489]
[-1.89011997]]
[[-0.01829433 -0.30485196 0.26383023 ..., -0.23189529 -0.34217568
0.26068959]
[ 0.05870346 0.14737011 0.00409961 ..., -0.2216644 1.58175476
0.11545811]
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-0.34005558]
[ 0.0388134 0.0831696 -0.04553803 ..., 0.0532055 2.89399337
-0.07026723]]
Progress: 77.8% ... Training loss: 0.065 ... Validation loss: 0.139[[-0.15833384]
[-0.94362948]
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[ 2.60481898]
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[ 4.46457353]
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[ 0.38684656]
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[ 4.29112264]
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[[-0.01863461 -0.306786 0.26194628 ..., -0.23255476 -0.33878998
0.25882912]
[ 0.05875801 0.14768618 0.00446996 ..., -0.22157277 1.58171361
0.11586841]
[-0.06222001 0.25362506 0.46132251 ..., 0.23234701 -0.32162926
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[-0.18465893 -0.24053204 -0.37829431 ..., 0.08954048 -0.60139983
-0.31729534]
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-0.34066563]
[ 0.03874938 0.08282841 -0.04596053 ..., 0.05309188 2.89408449
-0.07053697]]
Progress: 77.8% ... Training loss: 0.064 ... Validation loss: 0.146[[-0.1615427 ]
[-0.94631919]
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[ 2.60283366]
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[[-0.01856335 -0.30643075 0.2624105 ..., -0.23242389 -0.34085304
0.25941899]
[ 0.05875801 0.14768618 0.00446996 ..., -0.22157277 1.58171361
0.11586841]
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0.96446476]
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-0.33973153]
[ 0.03877536 0.08297159 -0.04596764 ..., 0.0531453 2.8941522
-0.07023117]]
Progress: 77.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16447299]
[-0.94877252]
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[ 2.60289478]
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[ 4.46393477]
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[ 0.38280262]
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[[-0.01858182 -0.30650291 0.26212635 ..., -0.2324618 -0.33892125
0.25950056]
[ 0.05871105 0.14743218 0.004196 ..., -0.2216547 1.58218448
0.11574137]
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0.96383901]
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[-0.18453157 -0.23976638 -0.37806292 ..., 0.08978828 -0.60417438
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-0.34114041]
[ 0.03876142 0.08285067 -0.04599945 ..., 0.05311604 2.89410597
-0.07025039]]
Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.15942027]
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[[-0.01871415 -0.30721576 0.2612343 ..., -0.23268473 -0.33704184
0.25884978]
[ 0.05870056 0.14736014 0.00400068 ..., -0.22166615 1.58259967
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[-0.18449687 -0.23958437 -0.37798014 ..., 0.08985176 -0.60479789
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-0.34132865]
[ 0.03862652 0.08207689 -0.0465931 ..., 0.05286829 2.89431751
-0.07118205]]
Progress: 77.9% ... Training loss: 0.064 ... Validation loss: 0.143[[-0.16377002]
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[[-0.01859657 -0.3065912 0.26161987 ..., -0.23247297 -0.33959474
0.25976584]
[ 0.05870056 0.14736014 0.00400068 ..., -0.22166615 1.58259967
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[ 0.03861712 0.08202458 -0.04667199 ..., 0.05284809 2.8943255
-0.07123231]]
Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16281752]
[-0.94723547]
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[ 2.60413921]
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[[-0.0184634 -0.30581878 0.26246866 ..., -0.23222457 -0.33929932
0.26089828]
[ 0.05874324 0.14760643 0.00420482 ..., -0.22159138 1.58241006
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[-0.18447556 -0.23947688 -0.37823278 ..., 0.0898942 -0.60586516
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-0.34127735]
[ 0.03868433 0.08240007 -0.04641925 ..., 0.05297023 2.89419028
-0.07105829]]
Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16210477]
[-0.94652692]
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[ 2.60403878]
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[[-0.01844196 -0.3056819 0.26261648 ..., -0.23220612 -0.33677627
0.2616795 ]
[ 0.05885204 0.14822547 0.0049475 ..., -0.22142598 1.58213001
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[-0.18452847 -0.23977261 -0.37852632 ..., 0.08979823 -0.60514077
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-0.34279746]
[ 0.03873512 0.0826495 -0.0460532 ..., 0.05305444 2.89407204
-0.07057461]]
Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16414332]
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[[-0.01834869 -0.3051735 0.26303038 ..., -0.2320391 -0.33879711
0.26209291]
[ 0.05891903 0.14861354 0.00537245 ..., -0.22129052 1.58096401
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-0.34234494]
[ 0.03866389 0.08223417 -0.04634889 ..., 0.05292448 2.89459086
-0.07160789]]
Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16242418]
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[[-0.01835224 -0.30520489 0.26316298 ..., -0.23205511 -0.33885092
0.26179636]
[ 0.05888796 0.14843344 0.00530061 ..., -0.22134852 1.58103525
0.11772285]
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[-0.18448766 -0.23960504 -0.37851953 ..., 0.08986665 -0.60626543
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-0.34115766]
[ 0.03865485 0.08218231 -0.0463469 ..., 0.05290466 2.89475347
-0.0716964 ]]
Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16082306]
[-0.94517686]
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[ 2.60472434]
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[[-0.01830227 -0.30495869 0.26329165 ..., -0.23197835 -0.33931826
0.26244309]
[ 0.05889779 0.14848939 0.00534057 ..., -0.22133261 1.58097251
0.11781159]
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[-0.18448628 -0.23959024 -0.37846848 ..., 0.08986226 -0.60665703 -0.31693 ]
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-0.3413511 ]
[ 0.03860271 0.08182108 -0.04687296 ..., 0.05280221 2.89488938
-0.07183714]]
Progress: 77.9% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16542066]
[-0.94914769]
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[[-0.01797586 -0.30307085 0.26539171 ..., -0.23136559 -0.34306297
0.26498622]
[ 0.05888571 0.14841865 0.00527616 ..., -0.22135585 1.58113858
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-0.34074704]
[ 0.03872748 0.0825588 -0.04626187 ..., 0.05303717 2.89472223
-0.07095065]]
Progress: 77.9% ... Training loss: 0.064 ... Validation loss: 0.140[[-0.16031412]
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[ 2.60309437]
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[[-0.01807036 -0.30362527 0.26482263 ..., -0.23153818 -0.3402856
0.26423586]
[ 0.05884806 0.14820253 0.00499263 ..., -0.2214207 1.58172326
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-0.34060628]
[ 0.03873272 0.08257972 -0.04616257 ..., 0.05305523 2.89474671
-0.07082183]]
Progress: 77.9% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16800563]
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0.26566845]
[ 0.05883908 0.14813458 0.00491672 ..., -0.22143919 1.58216089
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-0.33946954]
[ 0.03893594 0.0837583 -0.04530202 ..., 0.05342938 2.89442168
-0.06932483]]
Progress: 77.9% ... Training loss: 0.067 ... Validation loss: 0.141[[-0.15895292]
[-0.94415501]
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[ 2.60411488]
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[[-0.01822176 -0.30444698 0.26368792 ..., -0.2318024 -0.3364537
0.26314659]
[ 0.05880998 0.147974 0.00471818 ..., -0.22148652 1.58220386
0.11705765]
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-0.34014943]
[ 0.03880573 0.08302358 -0.04564358 ..., 0.05319135 2.89462808
-0.06991659]]
Progress: 77.9% ... Training loss: 0.064 ... Validation loss: 0.146[[-0.15793049]
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[ 2.60661513]
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[[-0.01832318 -0.30504205 0.26323741 ..., -0.23201685 -0.33665049
0.26194729]
[ 0.0587963 0.14789621 0.00466335 ..., -0.22151756 1.5822379
0.11680101]
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-0.33957121]
[ 0.03870344 0.08245094 -0.04618243 ..., 0.05299174 2.89488094
-0.07078477]]
Progress: 77.9% ... Training loss: 0.066 ... Validation loss: 0.147[[-0.16654699]
[-0.94878957]
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0.26391213]
[ 0.05883058 0.14809827 0.00483867 ..., -0.22145307 1.58211774
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-0.34041602]
[ 0.03896299 0.08396463 -0.04467148 ..., 0.0534827 2.89444348
-0.06866881]]
Progress: 77.9% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16124785]
[-0.94454168]
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[ 2.60336976]
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[[-0.01858234 -0.30649559 0.26199477 ..., -0.23244629 -0.33606945
0.26089722]
[ 0.0586966 0.14734765 0.00391078 ..., -0.22168469 1.58270581
0.11583059]
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-0.34115276]
[ 0.03896963 0.08397549 -0.04443683 ..., 0.0534916 2.89446896
-0.06834237]]
Progress: 77.9% ... Training loss: 0.063 ... Validation loss: 0.144[[-0.1602688 ]
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0.26069303]
[ 0.05870622 0.14740227 0.0039372 ..., -0.22166677 1.5826607
0.11576681]
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[ 0.03891706 0.08367068 -0.04478895 ..., 0.0533904 2.89462886
-0.06878966]]
Progress: 78.0% ... Training loss: 0.064 ... Validation loss: 0.145[[-0.16557601]
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[ 0.05871782 0.14745254 0.0040015 ..., -0.22165311 1.58240625
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-0.34206292]
[ 0.03904789 0.08446187 -0.04416898 ..., 0.05364413 2.89445947
-0.06806426]]
Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.1660098 ]
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[ 0.05871782 0.14745254 0.0040015 ..., -0.22165311 1.58240625
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[ 0.03915604 0.08507895 -0.04379203 ..., 0.05382959 2.89435621
-0.06722898]]
Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16657852]
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[ 0.0587163 0.14743563 0.00403898 ..., -0.22165648 1.58241583
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[ 0.03931143 0.08593975 -0.04300735 ..., 0.05410429 2.89410638
-0.06597918]]
Progress: 78.0% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16585569]
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[[-0.01814002 -0.30399049 0.26466919 ..., -0.23162539 -0.33840096
0.26413015]
[ 0.0586727 0.14717797 0.0037941 ..., -0.22173074 1.58329222
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[ 0.03925491 0.08555484 -0.04320384 ..., 0.05400316 2.89437969
-0.06599336]]
Progress: 78.0% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16337906]
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[[-0.01804972 -0.30336568 0.26535136 ..., -0.23144248 -0.33838355
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[ 0.05867116 0.14716685 0.00393452 ..., -0.22172724 1.58282841
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[ 0.03925407 0.08555165 -0.04343216 ..., 0.05400809 2.89446391
-0.06605268]]
Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16526391]
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[[-0.01791416 -0.30253555 0.26619253 ..., -0.23119456 -0.34123016
0.26675539]
[ 0.0586691 0.14718179 0.00390576 ..., -0.22172661 1.58196109
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[ 0.03929309 0.08578793 -0.04316489 ..., 0.05407345 2.89425681
-0.06584139]]
Progress: 78.0% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16205843]
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[[-0.01805437 -0.30326515 0.26560074 ..., -0.23146211 -0.33691833
0.26578085]
[ 0.05873194 0.14753002 0.00418779 ..., -0.22161161 1.58132312
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[ 0.03926723 0.08563961 -0.0432638 ..., 0.05402335 2.89427635
-0.06593853]]
Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.143[[-0.16516176]
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[ 0.38284997]
[-0.30701772]
[ 4.27953128]
[-1.89342797]]
[[-0.01775895 -0.30162725 0.26707565 ..., -0.23095116 -0.33897936
0.26780939]
[ 0.05869231 0.14730273 0.00396349 ..., -0.22168467 1.58192218
0.1159258 ]
[-0.06200043 0.25518797 0.46508303 ..., 0.23287143 -0.30536073
0.9661154 ]
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[-0.18461864 -0.24032118 -0.37997398 ..., 0.08963907 -0.60461571
-0.31752217]
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-0.34364639]
[ 0.0392773 0.08569239 -0.04317741 ..., 0.05405034 2.89425478
-0.0659065 ]]
Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16345988]
[-0.9456404 ]
[-1.18886915]
[-0.76767645]
[-0.05384806]
[ 2.60145402]
[-0.04717907]
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[ 1.0145839 ]
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[ 0.14406068]
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[ 0.87696224]
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[ 0.13879035]
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[ 4.46979862]
[-0.94774799]
[-1.64398956]
[ 0.3847805 ]
[-0.30561077]
[ 4.28288628]
[-1.89311926]]
[[-0.01797956 -0.3029171 0.26581581 ..., -0.23135387 -0.33613748
0.26599465]
[ 0.05855159 0.14652318 0.0031524 ..., -0.22193521 1.58438947
0.11463618]
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0.96514431]
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[-0.18461707 -0.240316 -0.37994875 ..., 0.08964192 -0.60435515
-0.31743508]
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-0.34357442]
[ 0.03926503 0.08561696 -0.04318927 ..., 0.05402471 2.89425492
-0.0660568 ]]
Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16582663]
[-0.94853848]
[-1.1906922 ]
[-0.76986466]
[-0.05670865]
[ 2.60099831]
[-0.04925955]
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[ 1.01272897]
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[ 0.14138459]
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[ 0.87369764]
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[ 0.13599369]
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[ 4.46932523]
[-0.94849807]
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[ 0.3829581 ]
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[ 4.27853998]
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[[-0.01787862 -0.30237727 0.26661912 ..., -0.231195 -0.33653094
0.26707344]
[ 0.05861947 0.14690545 0.00362947 ..., -0.2218362 1.58439574
0.11535976]
[-0.06201917 0.2550514 0.46438735 ..., 0.2328164 -0.30319619
0.96547216]
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[-0.18457695 -0.24009223 -0.37974865 ..., 0.08971364 -0.60486424
-0.31713529]
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-0.34353966]
[ 0.03929569 0.08577142 -0.04295257 ..., 0.05407857 2.89425701
-0.06569226]]
Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16283824]
[-0.94562586]
[-1.18898247]
[-0.76702108]
[-0.05412364]
[ 2.60253591]
[-0.04628627]
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[ 0.14405227]
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[ 0.87625118]
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[ 0.13877125]
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[ 4.46889282]
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[ 0.38536656]
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[ 4.28316369]
[-1.89218876]]
[[ -1.79206410e-02 -3.02604562e-01 2.66158227e-01 ..., -2.31255712e-01
-3.35235173e-01 2.66425892e-01]
[ 5.85097825e-02 1.46276785e-01 2.75946247e-03 ..., -2.22029571e-01
1.58643933e+00 1.14116021e-01]
[ -6.20982948e-02 2.54537567e-01 4.63489056e-01 ..., 2.32703580e-01
-3.01713456e-01 9.63440336e-01]
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[ -1.84728048e-01 -2.40942415e-01 -3.80389759e-01 ..., 8.94435096e-02
-6.02892113e-01 -3.18066640e-01]
[ -2.76105803e-01 -1.86731196e-01 -1.85112738e-01 ..., -1.19185031e-01
-1.55093517e-01 -3.43767038e-01]
[ 3.93100837e-02 8.58552870e-02 -4.29489708e-02 ..., 5.41059414e-02
2.89419378e+00 -6.56476585e-02]]
Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16513601]
[-0.94763208]
[-1.19002317]
[-0.76850127]
[-0.05560532]
[ 2.60007351]
[-0.04887305]
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[ 4.46798521]
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[ 0.38290544]
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[-1.89402357]]
[[ -1.79031262e-02 -3.02448889e-01 2.66657314e-01 ..., -2.31220824e-01
-3.36889399e-01 2.67811718e-01]
[ 5.84849163e-02 1.46141566e-01 2.59280717e-03 ..., -2.22077625e-01
1.58630917e+00 1.13930270e-01]
[ -6.19048276e-02 2.55613896e-01 4.65033547e-01 ..., 2.33057993e-01
-3.05467795e-01 9.65460885e-01]
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[ -1.84664703e-01 -2.40581729e-01 -3.80067118e-01 ..., 8.95541784e-02
-6.03460740e-01 -3.17641200e-01]
[ -2.76139346e-01 -1.86907524e-01 -1.85232512e-01 ..., -1.19248290e-01
-1.54962515e-01 -3.44025659e-01]
[ 3.93268771e-02 8.59550653e-02 -4.29076534e-02 ..., 5.41200717e-02
2.89410323e+00 -6.54229965e-02]]
Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16316318]
[-0.94623227]
[-1.19126242]
[-0.76507142]
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[ 2.60099387]
[-0.04651137]
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[ 1.01238861]
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[ 0.14466113]
[-0.10187971]
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[ 0.13967337]
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[ 4.46758773]
[-0.94579818]
[-1.64210786]
[ 0.38450875]
[-0.30453771]
[ 4.2825769 ]
[-1.8934334 ]]
[[ -1.79695651e-02 -3.02725706e-01 2.66900941e-01 ..., -2.31345056e-01
-3.33511150e-01 2.67246207e-01]
[ 5.83913485e-02 1.45650893e-01 1.97249274e-03 ..., -2.22236791e-01
1.58811824e+00 1.13159564e-01]
[ -6.17342664e-02 2.56564587e-01 4.65836071e-01 ..., 2.33371080e-01
-3.05000583e-01 9.66123061e-01]
...,
[ -1.84703404e-01 -2.40784747e-01 -3.80061167e-01 ..., 8.94969070e-02
-6.02911889e-01 -3.17980332e-01]
[ -2.76184558e-01 -1.87147480e-01 -1.85100100e-01 ..., -1.19345479e-01
-1.52947546e-01 -3.44469491e-01]
[ 3.93722753e-02 8.62063792e-02 -4.26374486e-02 ..., 5.42103457e-02
2.89407855e+00 -6.50831489e-02]]
Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.144[[-0.16342715]
[-0.94734636]
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[-0.76755899]
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[ 2.60199496]
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[ 1.0123547 ]
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[ 0.87709754]
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[ 4.46811075]
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[ 0.38448724]
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[ 4.28192525]
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[[ -1.82133534e-02 -3.04158043e-01 2.65128239e-01 ..., -2.31772903e-01
-3.31550570e-01 2.64540806e-01]
[ 5.84295783e-02 1.45858959e-01 2.07852698e-03 ..., -2.22157263e-01
1.58888570e+00 1.13271335e-01]
[ -6.18998023e-02 2.55493311e-01 4.65175666e-01 ..., 2.33097606e-01
-3.00309016e-01 9.64889110e-01]
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[ -1.84733337e-01 -2.40965350e-01 -3.80321463e-01 ..., 8.94459181e-02
-6.02166898e-01 -3.18461072e-01]
[ -2.76066338e-01 -1.86504823e-01 -1.84678114e-01 ..., -1.19129906e-01
-1.53996512e-01 -3.43950201e-01]
[ 3.94290405e-02 8.64809362e-02 -4.21497557e-02 ..., 5.43111401e-02
2.89402659e+00 -6.43288517e-02]]
Progress: 78.0% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16221096]
[-0.94571096]
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[-0.05323758]
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[ 1.01333032]
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[ 0.14004159]
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[ 4.46803188]
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[ 0.3851708 ]
[-0.30457193]
[ 4.28361448]
[-1.89312747]]
[[ -1.81998932e-02 -3.04116015e-01 2.65300947e-01 ..., -2.31751072e-01
-3.30071541e-01 2.64947326e-01]
[ 5.84000936e-02 1.45699802e-01 1.91961783e-03 ..., -2.22210591e-01
1.58883699e+00 1.13105378e-01]
[ -6.18121216e-02 2.55874482e-01 4.65594001e-01 ..., 2.33252251e-01
-2.99330357e-01 9.64978489e-01]
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[ -1.84753112e-01 -2.41080157e-01 -3.80352642e-01 ..., 8.94097895e-02
-6.02017729e-01 -3.18586525e-01]
[ -2.75930393e-01 -1.85719677e-01 -1.83807879e-01 ..., -1.18879714e-01
-1.56567665e-01 -3.42674168e-01]
[ 3.94702775e-02 8.67264902e-02 -4.20428567e-02 ..., 5.43953915e-02
2.89393858e+00 -6.35168332e-02]]
Progress: 78.1% ... Training loss: 0.062 ... Validation loss: 0.144[[-0.16601027]
[-0.94877285]
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[ 2.5998675 ]
[-0.05017123]
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[ 0.13720884]
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[ 0.3833623 ]
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[ 4.27847708]
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[[ -1.81886437e-02 -3.04042097e-01 2.65249538e-01 ..., -2.31707147e-01
-3.30660208e-01 2.65494666e-01]
[ 5.83831258e-02 1.45597219e-01 1.69251537e-03 ..., -2.22241893e-01
1.58943094e+00 1.12794733e-01]
[ -6.17793747e-02 2.55956546e-01 4.65981759e-01 ..., 2.33293493e-01
-3.02005664e-01 9.65900537e-01]
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[ -1.84690101e-01 -2.40722361e-01 -3.80056139e-01 ..., 8.95287815e-02
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[ -2.76026653e-01 -1.86240906e-01 -1.84426044e-01 ..., -1.19047512e-01
-1.55567876e-01 -3.43005868e-01]
[ 3.95923054e-02 8.74367116e-02 -4.14104374e-02 ..., 5.46150507e-02
2.89376877e+00 -6.28918797e-02]]
Progress: 78.1% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16225974]
[-0.94539198]
[-1.18724274]
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[ 2.60285349]
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[ 1.01432302]
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[ 0.14075194]
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[ 4.46858383]
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[ 0.38611386]
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[ 4.28436968]
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[[ -1.84434228e-02 -3.05459638e-01 2.63841386e-01 ..., -2.32162016e-01
-3.27520797e-01 2.63832490e-01]
[ 5.82875972e-02 1.45047237e-01 1.07457500e-03 ..., -2.22411884e-01
1.59102998e+00 1.11729198e-01]
[ -6.19427619e-02 2.55016353e-01 4.64285519e-01 ..., 2.33001295e-01
-2.98673792e-01 9.63007748e-01]
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[ -1.84772423e-01 -2.41182291e-01 -3.80619993e-01 ..., 8.93855201e-02
-6.02748338e-01 -3.18310573e-01]
[ -2.75907466e-01 -1.85578521e-01 -1.83950706e-01 ..., -1.18826746e-01
-1.56432039e-01 -3.42318446e-01]
[ 3.94907074e-02 8.68777812e-02 -4.18595825e-02 ..., 5.44270292e-02
2.89397260e+00 -6.35420473e-02]]
Progress: 78.1% ... Training loss: 0.063 ... Validation loss: 0.143[[-0.1634216 ]
[-0.94628233]
[-1.18601073]
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[ 2.60166284]
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[ 0.38533185]
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[ 4.28148096]
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[[ -1.83542267e-02 -3.04953220e-01 2.64226743e-01 ..., -2.31985609e-01
-3.26738762e-01 2.64409744e-01]
[ 5.83460560e-02 1.45392262e-01 1.37423182e-03 ..., -2.22303812e-01
1.59056659e+00 1.12186843e-01]
[ -6.20791578e-02 2.54221194e-01 4.63602571e-01 ..., 2.32759250e-01
-2.97492940e-01 9.62269069e-01]
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[ -1.84756794e-01 -2.41106302e-01 -3.80506743e-01 ..., 8.94104437e-02
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[ -2.75912947e-01 -1.85605202e-01 -1.84056681e-01 ..., -1.18832115e-01
-1.56313129e-01 -3.42550190e-01]
[ 3.95986546e-02 8.75021640e-02 -4.12907313e-02 ..., 5.46268487e-02
2.89377204e+00 -6.31010641e-02]]
Progress: 78.1% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16173123]
[-0.94517761]
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[ 2.60443025]
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[ 0.38668436]
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[ 4.28407194]
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[[ -1.85329307e-02 -3.05910948e-01 2.63880132e-01 ..., -2.32301932e-01
-3.25073933e-01 2.63021423e-01]
[ 5.84210351e-02 1.45832557e-01 1.72173288e-03 ..., -2.22172850e-01
1.59027990e+00 1.12696617e-01]
[ -6.20556265e-02 2.54421072e-01 4.63354781e-01 ..., 2.32817751e-01
-2.98075845e-01 9.61893359e-01]
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[ -1.84684570e-01 -2.40683158e-01 -3.80080328e-01 ..., 8.95396742e-02
-6.03213429e-01 -3.17662563e-01]
[ -2.75937393e-01 -1.85770843e-01 -1.84027681e-01 ..., -1.18877224e-01
-1.55613982e-01 -3.42931026e-01]
[ 3.96502696e-02 8.78066323e-02 -4.07761425e-02 ..., 5.47239840e-02
2.89360888e+00 -6.26827795e-02]]
Progress: 78.1% ... Training loss: 0.064 ... Validation loss: 0.145[[-0.16851735]
[-0.95115871]
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[-0.05838514]
[ 2.60157868]
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[ 4.46902768]
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[ 0.38184606]
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[ 4.27298113]
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[[ -1.82929291e-02 -3.04465552e-01 2.65405011e-01 ..., -2.31861016e-01
-3.28034330e-01 2.65211805e-01]
[ 5.84607777e-02 1.46064944e-01 2.00277879e-03 ..., -2.22105460e-01
1.58995373e+00 1.13100736e-01]
[ -6.20283303e-02 2.54587218e-01 4.63659428e-01 ..., 2.32899767e-01
-3.00167370e-01 9.62776560e-01]
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[ -1.84650824e-01 -2.40504490e-01 -3.80111545e-01 ..., 8.96010952e-02
-6.03614980e-01 -3.17614232e-01]
[ -2.75756404e-01 -1.84762979e-01 -1.82991271e-01 ..., -1.18563916e-01
-1.57464094e-01 -3.41896398e-01]
[ 3.97444837e-02 8.83712900e-02 -4.02268055e-02 ..., 5.49094245e-02
2.89353960e+00 -6.22324583e-02]]
Progress: 78.1% ... Training loss: 0.065 ... Validation loss: 0.141[[-0.16341435]
[-0.94591745]
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[ 2.60266565]
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[ 4.46969461]
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[-1.64438308]
[ 0.38488366]
[-0.30620807]
[ 4.28141914]
[-1.89336267]]
[[ -1.83468380e-02 -3.04762775e-01 2.65405682e-01 ..., -2.31955363e-01
-3.26512395e-01 2.65010907e-01]
[ 5.83870627e-02 1.45654313e-01 1.65078963e-03 ..., -2.22240799e-01
1.59029222e+00 1.12280039e-01]
[ -6.19566832e-02 2.54965754e-01 4.63512384e-01 ..., 2.33053886e-01
-3.00606009e-01 9.61884923e-01]
...,
[ -1.84718393e-01 -2.40882995e-01 -3.80299734e-01 ..., 8.94794694e-02
-6.03340475e-01 -3.17852853e-01]
[ -2.75821553e-01 -1.85109515e-01 -1.83462492e-01 ..., -1.18677528e-01
-1.56223985e-01 -3.42554384e-01]
[ 3.98119772e-02 8.87451279e-02 -3.97324824e-02 ..., 5.50272687e-02
2.89327434e+00 -6.13829613e-02]]
Progress: 78.1% ... Training loss: 0.062 ... Validation loss: 0.143[[-0.16780468]
[-0.94976265]
[-1.19292491]
[-0.77184986]
[-0.05710935]
[ 2.60120222]
[-0.05162801]
[-1.09042352]
[-0.52578008]
[ 1.01199336]
[-0.09675704]
[ 0.14033884]
[-0.10674883]
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[-0.29708635]
[ 0.87109774]
[-0.83990718]
[-0.79410912]
[-0.61834102]
[ 0.13665217]
[-0.35321833]
[ 4.46902728]
[-0.94935161]
[-1.64876453]
[ 0.38149418]
[-0.30949315]
[ 4.27420055]
[-1.89506609]]
[[ -1.81604927e-02 -3.03725363e-01 2.66340327e-01 ..., -2.31616295e-01
-3.29406102e-01 2.66585225e-01]
[ 5.84337478e-02 1.45919692e-01 1.87326915e-03 ..., -2.22157720e-01
1.58993779e+00 1.12484009e-01]
[ -6.19644453e-02 2.54882720e-01 4.63446476e-01 ..., 2.33063515e-01
-3.02253691e-01 9.62350420e-01]
...,
[ -1.84699612e-01 -2.40768029e-01 -3.80088884e-01 ..., 8.95120837e-02
-6.04252678e-01 -3.17619884e-01]
[ -2.75703299e-01 -1.84492844e-01 -1.83011604e-01 ..., -1.18483441e-01
-1.56809281e-01 -3.42098474e-01]
[ 3.96789145e-02 8.79896479e-02 -4.03422964e-02 ..., 5.47726275e-02
2.89342525e+00 -6.26079483e-02]]
Progress: 78.1% ... Training loss: 0.064 ... Validation loss: 0.141[[-0.16082582]
[-0.94475235]
[-1.18816146]
[-0.76533675]
[-0.05150738]
[ 2.60431448]
[-0.04579151]
[-1.08514407]
[-0.52022616]
[ 1.01571606]
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[ 0.14593868]
[-0.10047344]
[-0.9814917 ]
[-0.29143569]
[ 0.87767736]
[-0.83359615]
[-0.78903087]
[-0.61357316]
[ 0.14213477]
[-0.34788345]
[ 4.47017706]
[-0.94349371]
[-1.64239638]
[ 0.38611771]
[-0.30366852]
[ 4.28480711]
[-1.89218035]]
[[ -1.83996094e-02 -3.04976316e-01 2.65199489e-01 ..., -2.32041862e-01
-3.26162960e-01 2.65386814e-01]
[ 5.83639027e-02 1.45570789e-01 1.76029812e-03 ..., -2.22282826e-01
1.59046562e+00 1.12279780e-01]
[ -6.20225648e-02 2.54469807e-01 4.62483314e-01 ..., 2.32966859e-01
-3.00060915e-01 9.60178400e-01]
...,
[ -1.84753108e-01 -2.41057634e-01 -3.80428756e-01 ..., 8.94202464e-02
-6.03451704e-01 -3.18271783e-01]
[ -2.75745809e-01 -1.84731961e-01 -1.83354539e-01 ..., -1.18552165e-01
-1.56146645e-01 -3.42506288e-01]
[ 3.96195567e-02 8.76721984e-02 -4.07011119e-02 ..., 5.46663807e-02
2.89355004e+00 -6.34910878e-02]]
Progress: 78.1% ... Training loss: 0.064 ... Validation loss: 0.146[[-0.16743114]
[-0.95040664]
[-1.19245583]
[-0.77228113]
[-0.05715099]
[ 2.60224741]
[-0.05219453]
[-1.09078736]
[-0.526214 ]
[ 1.01201412]
[-0.0961864 ]
[ 0.14008727]
[-0.10775201]
[-0.98641796]
[-0.29699479]
[ 0.87074862]
[-0.8396262 ]
[-0.79411729]
[-0.61822422]
[ 0.13578857]
[-0.3540913 ]
[ 4.468289 ]
[-0.9492035 ]
[-1.64895599]
[ 0.38112161]
[-0.30932729]
[ 4.27372145]
[-1.89525677]]
[[ -1.81009829e-02 -3.03322404e-01 2.66652533e-01 ..., -2.31497203e-01
-3.30352035e-01 2.67462483e-01]
[ 5.83603693e-02 1.45544662e-01 1.67547968e-03 ..., -2.22288455e-01
1.59072103e+00 1.12079036e-01]
[ -6.20158339e-02 2.54556286e-01 4.62659517e-01 ..., 2.32996919e-01
-3.01967885e-01 9.61160969e-01]
...,
[ -1.84672026e-01 -2.40640744e-01 -3.80109272e-01 ..., 8.95648958e-02
-6.04839905e-01 -3.17789189e-01]
[ -2.75523409e-01 -1.83493352e-01 -1.82430866e-01 ..., -1.18147160e-01
-1.58464167e-01 -3.40794455e-01]
[ 3.96209388e-02 8.76594674e-02 -4.06644726e-02 ..., 5.46622631e-02
2.89362724e+00 -6.36888515e-02]]
Progress: 78.1% ... Training loss: 0.064 ... Validation loss: 0.140[[-0.16649533]
[-0.94999821]
[-1.19210245]
[-0.77050988]
[-0.05648079]
[ 2.60308024]
[-0.05088157]
[-1.08944625]
[-0.52571844]
[ 1.01178593]
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[ 0.14097096]
[-0.1064847 ]
[-0.98631073]
[-0.2961024 ]
[ 0.87188524]
[-0.83841172]
[-0.79383194]
[-0.61802427]
[ 0.13694685]
[-0.35339825]
[ 4.46819117]
[-0.94818686]
[-1.64772844]
[ 0.38130747]
[-0.3075788 ]
[ 4.2756903 ]
[-1.89454151]]
[[ -1.81651032e-02 -3.03576233e-01 2.66361804e-01 ..., -2.31637471e-01
-3.29373759e-01 2.66648923e-01]
[ 5.83814796e-02 1.45656947e-01 1.72634305e-03 ..., -2.22254665e-01
1.59064558e+00 1.12158143e-01]
[ -6.19161399e-02 2.55071215e-01 4.63577628e-01 ..., 2.33149814e-01
-3.04481596e-01 9.60952297e-01]
...,
[ -1.84749109e-01 -2.41065164e-01 -3.80554821e-01 ..., 8.94263912e-02
-6.03852741e-01 -3.18222883e-01]
[ -2.75524460e-01 -1.83473965e-01 -1.82421895e-01 ..., -1.18163011e-01
-1.57830426e-01 -3.40666702e-01]
[ 3.95036190e-02 8.70365929e-02 -4.14152950e-02 ..., 5.44474337e-02
2.89382582e+00 -6.48749763e-02]]
Progress: 78.1% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.1602543 ]
[-0.94553392]
[-1.18810221]
[-0.76513325]
[-0.05193218]
[ 2.60506079]
[-0.04701695]
[-1.08431312]
[-0.52156357]
[ 1.01422919]
[-0.08965431]
[ 0.14607279]
[-0.10251086]
[-0.98466204]
[-0.29051228]
[ 0.87785941]
[-0.8322231 ]
[-0.78993884]
[-0.61315411]
[ 0.14187002]
[-0.34883407]
[ 4.46823966]
[-0.94463808]
[-1.64130952]
[ 0.38482633]
[-0.30311922]
[ 4.28619811]
[-1.89304216]]
[[ -1.83699813e-02 -3.04761639e-01 2.65417616e-01 ..., -2.32013310e-01
-3.31447851e-01 2.65827410e-01]
[ 5.84567067e-02 1.46083279e-01 1.97910919e-03 ..., -2.22118836e-01
1.59048286e+00 1.12648824e-01]
[ -6.18397738e-02 2.55386668e-01 4.63669589e-01 ..., 2.33276933e-01
-3.08018127e-01 9.60016237e-01]
...,
[ -1.84685171e-01 -2.40716576e-01 -3.80314456e-01 ..., 8.95435765e-02
-6.03999224e-01 -3.17790478e-01]
[ -2.75521499e-01 -1.83456905e-01 -1.82303882e-01 ..., -1.18162137e-01
-1.58221094e-01 -3.40625557e-01]
[ 3.94078570e-02 8.65083408e-02 -4.19282858e-02 ..., 5.42735945e-02
2.89395423e+00 -6.56564991e-02]]
Progress: 78.1% ... Training loss: 0.063 ... Validation loss: 0.142[[-0.16139412]
[-0.94623235]
[-1.18759677]
[-0.76738672]
[-0.05417005]
[ 2.60633997]
[-0.04768093]
[-1.08810811]
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[ 1.01419054]
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[ 0.14431556]
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[ 0.87576248]
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[-0.78996953]
[-0.61363663]
[ 0.1402031 ]
[-0.35004858]
[ 4.46895705]
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[-1.64437263]
[ 0.38465379]
[-0.3039702 ]
[ 4.28487231]
[-1.89226127]]
[[ -1.83684726e-02 -3.04831502e-01 2.65125970e-01 ..., -2.32011295e-01
-3.31866037e-01 2.64948511e-01]
[ 5.83562340e-02 1.45500511e-01 1.18910925e-03 ..., -2.22291106e-01
1.59228302e+00 1.11291323e-01]
[ -6.21948859e-02 2.53388871e-01 4.61530363e-01 ..., 2.32669447e-01
-3.03258631e-01 9.57080250e-01]
...,
[ -1.84616344e-01 -2.40343862e-01 -3.80149353e-01 ..., 8.96696104e-02
-6.05391991e-01 -3.17440653e-01]
[ -2.75566525e-01 -1.83701736e-01 -1.82631576e-01 ..., -1.18251391e-01
-1.57437214e-01 -3.41128813e-01]
[ 3.94527913e-02 8.67480718e-02 -4.14427375e-02 ..., 5.43483852e-02
2.89385041e+00 -6.56284083e-02]]
Progress: 78.1% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.1620914 ]
[-0.94714635]
[-1.1888717 ]
[-0.76733561]
[-0.05468698]
[ 2.60594869]
[-0.04843948]
[-1.08828434]
[-0.52215999]
[ 1.01287426]
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[ 0.14334549]
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[ 0.87424524]
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[-0.79122116]
[-0.61502488]
[ 0.1397917 ]
[-0.35017478]
[ 4.46877289]
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[ 0.38403597]
[-0.30526879]
[ 4.28435115]
[-1.89269391]]
[[ -1.83411333e-02 -3.04702000e-01 2.65128030e-01 ..., -2.31957461e-01
-3.33710400e-01 2.65081798e-01]
[ 5.82561059e-02 1.44937027e-01 6.01022490e-04 ..., -2.22468556e-01
1.59300760e+00 1.10503315e-01]
[ -6.20924957e-02 2.54039465e-01 4.62029619e-01 ..., 2.32871508e-01
-3.04340247e-01 9.57916188e-01]
...,
[ -1.84519724e-01 -2.39814638e-01 -3.79568182e-01 ..., 8.98523351e-02
-6.06859812e-01 -3.16850974e-01]
[ -2.75587317e-01 -1.83825336e-01 -1.82954498e-01 ..., -1.18293454e-01
-1.58206894e-01 -3.41384681e-01]
[ 3.94082167e-02 8.64988482e-02 -4.18153650e-02 ..., 5.42643541e-02
2.89412505e+00 -6.60068274e-02]]
Progress: 78.1% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.15871464]
[-0.94413289]
[-1.18681958]
[-0.76440756]
[-0.05070163]
[ 2.60530329]
[-0.04631996]
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[-0.5197064 ]
[ 1.01548601]
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[ 0.14666555]
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[ 0.87841282]
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[-0.78805028]
[-0.61161712]
[ 0.14318069]
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[ 4.46958526]
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[-1.63892722]
[ 0.38634703]
[-0.3029542 ]
[ 4.289958 ]
[-1.89289154]]
[[ -1.84413772e-02 -3.05280294e-01 2.64231248e-01 ..., -2.32125449e-01
-3.33054370e-01 2.64731745e-01]
[ 5.82561059e-02 1.44937027e-01 6.01022490e-04 ..., -2.22468556e-01
1.59300760e+00 1.10503315e-01]
[ -6.18393074e-02 2.55566047e-01 4.63555534e-01 ..., 2.33346636e-01
-3.05171678e-01 9.59276119e-01]
...,
[ -1.84534913e-01 -2.39878572e-01 -3.79552774e-01 ..., 8.98279965e-02
-6.06564086e-01 -3.16799012e-01]
[ -2.75685423e-01 -1.84392294e-01 -1.83631126e-01 ..., -1.18474889e-01
-1.56938951e-01 -3.42221952e-01]
[ 3.93734481e-02 8.62793003e-02 -4.20798630e-02 ..., 5.42053620e-02
2.89405702e+00 -6.61274539e-02]]
Progress: 78.1% ... Training loss: 0.064 ... Validation loss: 0.145[[-0.16430894]
[-0.94857267]
[-1.18939248]
[-0.76963405]
[-0.05552327]
[ 2.60257369]
[-0.05150874]
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[ 1.01304729]
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[ 0.87358921]
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[ 0.1381121 ]
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[ 4.46871695]
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[ 0.38215743]
[-0.30740605]
[ 4.28124387]
[-1.89533487]]
[[ -1.82148929e-02 -3.04003608e-01 2.65785371e-01 ..., -2.31705281e-01
-3.36205966e-01 2.66818072e-01]
[ 5.83449091e-02 1.45461518e-01 1.15511716e-03 ..., -2.22295934e-01
1.59178625e+00 1.11361976e-01]
[ -6.18693728e-02 2.55288149e-01 4.63857805e-01 ..., 2.33307818e-01
-3.06482157e-01 9.60169988e-01]
...,
[ -1.84487482e-01 -2.39646070e-01 -3.79369822e-01 ..., 8.99144565e-02
-6.07586854e-01 -3.16542137e-01]
[ -2.75683362e-01 -1.84393803e-01 -1.83909777e-01 ..., -1.18473965e-01
-1.57219107e-01 -3.42475632e-01]
[ 3.95556437e-02 8.73686664e-02 -4.12692331e-02 ..., 5.45406149e-02
2.89370570e+00 -6.49499318e-02]]
Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16220174]
[-0.94679789]
[-1.18641113]
[-0.76792183]
[-0.05384917]
[ 2.60411622]
[-0.04985072]
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[ 1.01558757]
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[ 0.13997272]
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[ 4.46866435]
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[ 0.38401385]
[-0.30527042]
[ 4.2846346 ]
[-1.89458382]]
[[ -1.81998747e-02 -3.03874864e-01 2.65777332e-01 ..., -2.31687880e-01
-3.34518470e-01 2.67136976e-01]
[ 5.84115344e-02 1.45877740e-01 1.58068322e-03 ..., -2.22186548e-01
1.59195150e+00 1.12214478e-01]
[ -6.19797247e-02 2.54740750e-01 4.62930730e-01 ..., 2.33072649e-01
-3.02927097e-01 9.59049762e-01]
...,
[ -1.84466079e-01 -2.39534684e-01 -3.79259248e-01 ..., 8.99577413e-02
-6.08095153e-01 -3.16273224e-01]
[ -2.75774514e-01 -1.84903066e-01 -1.84475658e-01 ..., -1.18647899e-01
-1.55520520e-01 -3.43494555e-01]
[ 3.95672107e-02 8.74321810e-02 -4.13217966e-02 ..., 5.45522836e-02
2.89361905e+00 -6.46612535e-02]]
Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16471663]
[-0.94849189]
[-1.18793906]
[-0.76971422]
[-0.0558913 ]
[ 2.60289577]
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[ 1.01486279]
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[ 0.13808523]
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[ 4.4680054 ]
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[-1.64461197]
[ 0.38220371]
[-0.30654562]
[ 4.28160984]
[-1.89605316]]
[[ -1.80001003e-02 -3.02761617e-01 2.66777187e-01 ..., -2.31321358e-01
-3.37112191e-01 2.69048229e-01]
[ 5.84175419e-02 1.45908062e-01 1.58688430e-03 ..., -2.22177402e-01
1.59197048e+00 1.12197002e-01]
[ -6.19158895e-02 2.55057477e-01 4.63416549e-01 ..., 2.33194622e-01
-3.04795389e-01 9.60155513e-01]
...,
[ -1.84508054e-01 -2.39795227e-01 -3.79568719e-01 ..., 8.98885362e-02
-6.07937079e-01 -3.16699043e-01]
[ -2.75815650e-01 -1.85156991e-01 -1.84711343e-01 ..., -1.18725646e-01
-1.54207226e-01 -3.43841038e-01]
[ 3.95547425e-02 8.73395294e-02 -4.13985949e-02 ..., 5.45282076e-02
2.89360518e+00 -6.46834048e-02]]
Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16276136]
[-0.94774026]
[-1.18690492]
[-0.76773059]
[-0.05455303]
[ 2.60341098]
[-0.05051591]
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[ 1.0152277 ]
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[ 4.46920439]
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[ 0.38386586]
[-0.30569154]
[ 4.28443841]
[-1.89546394]]
[[ -1.81949668e-02 -3.03796829e-01 2.65663959e-01 ..., -2.31652876e-01
-3.33369120e-01 2.67964401e-01]
[ 5.84698945e-02 1.46153491e-01 1.90393918e-03 ..., -2.22079499e-01
1.59189684e+00 1.12873794e-01]
[ -6.18076677e-02 2.55642455e-01 4.63521541e-01 ..., 2.33400704e-01
-3.03674945e-01 9.60517291e-01]
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[ -1.84548646e-01 -2.40031101e-01 -3.79843891e-01 ..., 8.98157082e-02
-6.07590277e-01 -3.16966798e-01]
[ -2.75881901e-01 -1.85472584e-01 -1.85024962e-01 ..., -1.18840179e-01
-1.52842466e-01 -3.44483221e-01]
[ 3.95209709e-02 8.71495463e-02 -4.15230418e-02 ..., 5.44659147e-02
2.89362855e+00 -6.47999904e-02]]
Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16587687]
[-0.95115221]
[-1.18815418]
[-0.77062857]
[-0.0573153 ]
[ 2.60128904]
[-0.05406799]
[-1.08977775]
[-0.52576924]
[ 1.0136548 ]
[-0.09317 ]
[ 0.14066668]
[-0.10973761]
[-0.99032953]
[-0.29641632]
[ 0.87262583]
[-0.83573162]
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[ 0.13682722]
[-0.35356199]
[ 4.46789453]
[-0.95011381]
[-1.64469891]
[ 0.38112438]
[-0.30873857]
[ 4.27828129]
[-1.89788808]]
[[ -1.80743150e-02 -3.03066468e-01 2.66361697e-01 ..., -2.31432390e-01
-3.33555070e-01 2.69257372e-01]
[ 5.85394277e-02 1.46494857e-01 2.22914931e-03 ..., -2.21949689e-01
1.59166229e+00 1.13579272e-01]
[ -6.16126010e-02 2.56583417e-01 4.64489995e-01 ..., 2.33754884e-01
-3.03237752e-01 9.61989856e-01]
...,
[ -1.84450606e-01 -2.39451063e-01 -3.79270300e-01 ..., 9.00011974e-02
-6.08507073e-01 -3.16329940e-01]
[ -2.75732063e-01 -1.84628717e-01 -1.84413834e-01 ..., -1.18572302e-01
-1.54411691e-01 -3.43644209e-01]
[ 3.95126507e-02 8.70753824e-02 -4.15714132e-02 ..., 5.44491081e-02
2.89362834e+00 -6.46234717e-02]]
Progress: 78.2% ... Training loss: 0.064 ... Validation loss: 0.139[[-0.15628789]
[-0.94407745]
[-1.18219367]
[-0.76283175]
[-0.04938371]
[ 2.60590909]
[-0.04664995]
[-1.08304057]
[-0.51813523]
[ 1.01902155]
[-0.08539447]
[ 0.14839928]
[-0.1016229 ]
[-0.98515414]
[-0.28798353]
[ 0.88155702]
[-0.8269526 ]
[-0.78294343]
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[ 0.14462756]
[-0.34634417]
[ 4.46997866]
[-0.94248504]
[-1.63646544]
[ 0.38758834]
[-0.30127827]
[ 4.29188079]
[-1.89493518]]
[[ -1.83976157e-02 -3.04754608e-01 2.64791743e-01 ..., -2.31989391e-01
-3.28561215e-01 2.67290413e-01]
[ 5.85622068e-02 1.46636866e-01 2.34235305e-03 ..., -2.21904348e-01
1.59123115e+00 1.13864608e-01]
[ -6.17008096e-02 2.55943746e-01 4.63185038e-01 ..., 2.33611853e-01
-3.00055110e-01 9.59351679e-01]
...,
[ -1.84532825e-01 -2.39845943e-01 -3.79433991e-01 ..., 8.98651418e-02
-6.07471673e-01 -3.16760191e-01]
[ -2.75768625e-01 -1.84808818e-01 -1.84457546e-01 ..., -1.18630057e-01
-1.53439034e-01 -3.43755512e-01]
[ 3.94460271e-02 8.66873443e-02 -4.18364810e-02 ..., 5.43263547e-02
2.89363578e+00 -6.47864675e-02]]
Progress: 78.2% ... Training loss: 0.068 ... Validation loss: 0.148[[-0.16420267]
[-0.95003182]
[-1.18889591]
[-0.76914611]
[-0.05560581]
[ 2.60343958]
[-0.05306372]
[-1.08831183]
[-0.52547436]
[ 1.01309761]
[-0.09254168]
[ 0.14161133]
[-0.10921541]
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[ 0.87339842]
[-0.83509218]
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[ 0.13793816]
[-0.35329687]
[ 4.46889852]
[-0.94834348]
[-1.64348178]
[ 0.38205185]
[-0.30758815]
[ 4.27992728]
[-1.89851876]]
[[ -1.81736123e-02 -3.03553414e-01 2.65984838e-01 ..., -2.31569836e-01
-3.31788340e-01 2.69437211e-01]
[ 5.85817734e-02 1.46757992e-01 2.36556646e-03 ..., -2.21869109e-01
1.59142343e+00 1.14000763e-01]
[ -6.15942318e-02 2.56622280e-01 4.64476791e-01 ..., 2.33849166e-01
-3.00893540e-01 9.62000667e-01]
...,
[ -1.84398234e-01 -2.39101227e-01 -3.78777014e-01 ..., 9.01208040e-02
-6.09048411e-01 -3.15927948e-01]
[ -2.75701971e-01 -1.84475260e-01 -1.84009866e-01 ..., -1.18513367e-01
-1.55689473e-01 -3.43646191e-01]
[ 3.95498184e-02 8.72834889e-02 -4.10863642e-02 ..., 5.45227184e-02
2.89344139e+00 -6.35523509e-02]]
Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16226351]
[-0.94839592]
[-1.18845993]
[-0.76681791]
[-0.0535462 ]
[ 2.60582919]
[-0.05124325]
[-1.08723482]
[-0.5235897 ]
[ 1.01196328]
[-0.0908759 ]
[ 0.14306706]
[-0.10822283]
[-0.98872294]
[-0.29315916]
[ 0.87490731]
[-0.8335709 ]
[-0.79126244]
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[ 0.13937984]
[-0.3529318 ]
[ 4.46781213]
[-0.94670042]
[-1.64326601]
[ 0.38386211]
[-0.30566708]
[ 4.28324419]
[-1.89734093]]
[[ -1.83198473e-02 -3.04431642e-01 2.65332184e-01 ..., -2.31850377e-01
-3.31760721e-01 2.67953557e-01]
[ 5.85641472e-02 1.46652836e-01 2.26489971e-03 ..., -2.21902960e-01
1.59147346e+00 1.13774113e-01]
[ -6.17478549e-02 2.55690297e-01 4.63617527e-01 ..., 2.33563794e-01
-3.00344467e-01 9.61574512e-01]
...,
[ -1.84432766e-01 -2.39321011e-01 -3.78660541e-01 ..., 9.00530374e-02
-6.08253689e-01 -3.16500229e-01]
[ -2.75667449e-01 -1.84280154e-01 -1.83721963e-01 ..., -1.18447322e-01
-1.56333752e-01 -3.43353074e-01]
[ 3.94805267e-02 8.68330598e-02 -4.13368241e-02 ..., 5.43841859e-02
2.89371094e+00 -6.41781359e-02]]
Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16101426]
[-0.94691014]
[-1.18679495]
[-0.76592182]
[-0.0522133 ]
[ 2.60691328]
[-0.04972341]
[-1.08584949]
[-0.52166081]
[ 1.01381931]
[-0.08986341]
[ 0.14517619]
[-0.10589503]
[-0.98773162]
[-0.29105814]
[ 0.87722722]
[-0.83142172]
[-0.78977542]
[-0.61309014]
[ 0.14122423]
[-0.35019648]
[ 4.4688126 ]
[-0.9464477 ]
[-1.64229687]
[ 0.38484922]
[-0.30412466]
[ 4.28601453]
[-1.89765561]]
[[ -1.83806372e-02 -3.04786575e-01 2.64909287e-01 ..., -2.31956142e-01
-3.31208512e-01 2.68200098e-01]
[ 5.85498568e-02 1.46570603e-01 2.09367083e-03 ..., -2.21929437e-01
1.59153092e+00 1.13713427e-01]
[ -6.17755573e-02 2.55527507e-01 4.63503884e-01 ..., 2.33510938e-01
-3.00869266e-01 9.61391442e-01]
...,
[ -1.84468784e-01 -2.39526779e-01 -3.78767185e-01 ..., 8.99852389e-02
-6.06981369e-01 -3.16572870e-01]
[ -2.75743567e-01 -1.84723977e-01 -1.84183196e-01 ..., -1.18590927e-01
-1.55922618e-01 -3.43745729e-01]
[ 3.94953258e-02 8.69322145e-02 -4.13718809e-02 ..., 5.44138883e-02
2.89374935e+00 -6.43530764e-02]]
Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16543659]
[-0.95105804]
[-1.19193363]
[-0.7693532 ]
[-0.05581424]
[ 2.60558602]
[-0.05290771]
[-1.08902753]
[-0.52635756]
[ 1.01004657]
[-0.09384355]
[ 0.14098221]
[-0.10957388]
[-0.99025285]
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[ 0.87134955]
[-0.83635694]
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[ 0.13757604]
[-0.35467466]
[ 4.468252 ]
[-0.94860845]
[-1.64613919]
[ 0.38153682]
[-0.30808675]
[ 4.27880888]
[-1.89948441]]
[[ -1.82522270e-02 -3.04023302e-01 2.65739835e-01 ..., -2.31716496e-01
-3.32729504e-01 2.69511332e-01]
[ 5.85221668e-02 1.46403519e-01 1.89071906e-03 ..., -2.21982410e-01
1.59201261e+00 1.13400721e-01]
[ -6.16668373e-02 2.56188322e-01 4.64152322e-01 ..., 2.33745712e-01
-3.01859312e-01 9.62920763e-01]
...,
[ -1.84461294e-01 -2.39486195e-01 -3.78725056e-01 ..., 8.99991805e-02
-6.07517838e-01 -3.16585878e-01]
[ -2.75662884e-01 -1.84291974e-01 -1.83718118e-01 ..., -1.18448948e-01
-1.57111696e-01 -3.43312066e-01]
[ 3.95454402e-02 8.72362850e-02 -4.10258387e-02 ..., 5.45083814e-02
2.89366556e+00 -6.37565311e-02]]
Progress: 78.2% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16201662]
[-0.9478801 ]
[-1.18920968]
[-0.76607248]
[-0.05397298]
[ 2.60644519]
[-0.050097 ]
[-1.08615702]
[-0.52339323]
[ 1.01257937]
[-0.09048551]
[ 0.14373367]
[-0.10630515]
[-0.98823699]
[-0.29273136]
[ 0.8740888 ]
[-0.8325221 ]
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[ 0.14018919]
[-0.35200495]
[ 4.46844994]
[-0.94496005]
[-1.64238787]
[ 0.38345135]
[-0.30554508]
[ 4.28493937]
[-1.89818286]]
[[ -1.83145128e-02 -3.04402734e-01 2.65957672e-01 ..., -2.31839375e-01
-3.32500656e-01 2.69223335e-01]
[ 5.85133745e-02 1.46354055e-01 1.87927953e-03 ..., -2.21999434e-01
1.59202604e+00 1.13361213e-01]
[ -6.16387644e-02 2.56333838e-01 4.64007259e-01 ..., 2.33783292e-01
-3.01708284e-01 9.62464877e-01]
...,
[ -1.84598798e-01 -2.40276871e-01 -3.79280877e-01 ..., 8.97493448e-02
-6.05125181e-01 -3.17565605e-01]
[ -2.75698187e-01 -1.84482010e-01 -1.83940313e-01 ..., -1.18509354e-01
-1.56575227e-01 -3.43623450e-01]
[ 3.94685730e-02 8.67973869e-02 -4.13044569e-02 ..., 5.43675312e-02
2.89371680e+00 -6.41783959e-02]]
Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16034324]
[-0.94633729]
[-1.18707938]
[-0.76545142]
[-0.05224681]
[ 2.60653659]
[-0.04930141]
[-1.08483517]
[-0.52173951]
[ 1.0143327 ]
[-0.08981132]
[ 0.14590628]
[-0.10507033]
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[-0.29115644]
[ 0.87778132]
[-0.83128936]
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[ 0.14227202]
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[ 4.46884045]
[-0.94568307]
[-1.64029932]
[ 0.38534334]
[-0.30430326]
[ 4.28774778]
[-1.898831 ]]
[[ -1.84204317e-02 -3.05040282e-01 2.65426617e-01 ..., -2.32006484e-01
-3.31109965e-01 2.68728670e-01]
[ 5.85611214e-02 1.46610415e-01 2.28618021e-03 ..., -2.21905249e-01
1.59205479e+00 1.14215624e-01]
[ -6.15782669e-02 2.56593243e-01 4.65413284e-01 ..., 2.33886115e-01
-3.01589350e-01 9.64261411e-01]
...,
[ -1.84586848e-01 -2.40223282e-01 -3.79279710e-01 ..., 8.97716915e-02
-6.05436466e-01 -3.17600851e-01]
[ -2.75801364e-01 -1.85084505e-01 -1.84506204e-01 ..., -1.18691492e-01
-1.55336507e-01 -3.44483904e-01]
[ 3.95685064e-02 8.73409622e-02 -4.05710753e-02 ..., 5.45530970e-02
2.89361262e+00 -6.32816306e-02]]
Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16325652]
[-0.94848633]
[-1.18856913]
[-0.76760908]
[-0.05524972]
[ 2.60764661]
[-0.05111199]
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[-0.52427429]
[ 1.0125301 ]
[-0.09283873]
[ 0.14328306]
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[ 0.87482961]
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[ 0.13950458]
[-0.35262941]
[ 4.46850922]
[-0.94742373]
[-1.64437326]
[ 0.38361234]
[-0.30616786]
[ 4.28369103]
[-1.9004662 ]]
[[ -1.83596630e-02 -3.04714954e-01 2.66231195e-01 ..., -2.31904491e-01
-3.32137313e-01 2.69090241e-01]
[ 5.85704366e-02 1.46657790e-01 2.35369272e-03 ..., -2.21888405e-01
1.59198477e+00 1.14275941e-01]
[ -6.16866735e-02 2.55946027e-01 4.65292655e-01 ..., 2.33684316e-01
-3.00417429e-01 9.64725656e-01]
...,
[ -1.84465444e-01 -2.39545667e-01 -3.78487088e-01 ..., 8.99927852e-02
-6.06972980e-01 -3.16641900e-01]
[ -2.75791540e-01 -1.85036502e-01 -1.84394543e-01 ..., -1.18678178e-01
-1.55616766e-01 -3.44600672e-01]
[ 3.96254634e-02 8.76892272e-02 -4.00277867e-02 ..., 5.46621404e-02
2.89361370e+00 -6.25382068e-02]]
Progress: 78.2% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16532124]
[-0.95040779]
[-1.19102492]
[-0.76863113]
[-0.05648924]
[ 2.60504729]
[-0.05319038]
[-1.08773699]
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[ 1.01087021]
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[ 0.14141263]
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[ 0.87167281]
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[ 0.13728873]
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[ 4.46649341]
[-0.94956987]
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[ 0.38166376]
[-0.30810047]
[ 4.28088425]
[-1.90257156]]
[[ -1.80653156e-02 -3.02974636e-01 2.67805428e-01 ..., -2.31350539e-01
-3.36461488e-01 2.72060381e-01]
[ 5.86215788e-02 1.46954761e-01 2.66495615e-03 ..., -2.21794507e-01
1.59144258e+00 1.14694667e-01]
[ -6.14225197e-02 2.57443125e-01 4.66755778e-01 ..., 2.34162220e-01
-3.04861180e-01 9.67511690e-01]
...,
[ -1.84466023e-01 -2.39563024e-01 -3.78461229e-01 ..., 8.99912926e-02
-6.07194462e-01 -3.16636388e-01]
[ -2.75823544e-01 -1.85211336e-01 -1.84397939e-01 ..., -1.18733412e-01
-1.55334570e-01 -3.44730616e-01]
[ 3.94813463e-02 8.68851030e-02 -4.08539290e-02 ..., 5.44026167e-02
2.89374849e+00 -6.35064969e-02]]
Progress: 78.2% ... Training loss: 0.064 ... Validation loss: 0.140[[-0.15886801]
[-0.94500316]
[-1.18511399]
[-0.76370698]
[-0.05154346]
[ 2.6095871 ]
[-0.04794098]
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[ 1.01597937]
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[ 0.14715273]
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[ 0.87990457]
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[ 0.14260877]
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[ 4.46735341]
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[ 0.38726283]
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[ 4.2903782 ]
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[[ -1.82901577e-02 -3.04174518e-01 2.66629379e-01 ..., -2.31754948e-01
-3.33174052e-01 2.70204537e-01]
[ 5.86428144e-02 1.47072731e-01 2.76166080e-03 ..., -2.21757754e-01
1.59129541e+00 1.14852619e-01]
[ -6.17588458e-02 2.55568664e-01 4.64565457e-01 ..., 2.33541409e-01
-3.01918349e-01 9.63988784e-01]
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[ -1.84514606e-01 -2.39884005e-01 -3.79157570e-01 ..., 8.99052107e-02
-6.05353013e-01 -3.17513699e-01]
[ -2.75881253e-01 -1.85497387e-01 -1.84756917e-01 ..., -1.18838313e-01
-1.54140295e-01 -3.45467100e-01]
[ 3.94161185e-02 8.65268262e-02 -4.12482625e-02 ..., 5.42891591e-02
2.89395702e+00 -6.41610339e-02]]
Progress: 78.2% ... Training loss: 0.064 ... Validation loss: 0.142[[-0.16293654]
[-0.94848023]
[-1.18719449]
[-0.76822181]
[-0.05508691]
[ 2.6079859 ]
[-0.05183425]
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[ 1.01426095]
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[ 0.14392047]
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[ 0.87595717]
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[ 0.13900749]
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[ 4.46632117]
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[ 0.38449279]
[-0.30620235]
[ 4.28398667]
[-1.90147365]]
[[ -1.81008255e-02 -3.03067221e-01 2.67551624e-01 ..., -2.31396616e-01
-3.35518032e-01 2.72145902e-01]
[ 5.86440041e-02 1.47079953e-01 2.76823965e-03 ..., -2.21755430e-01
1.59128528e+00 1.14866995e-01]
[ -6.17039279e-02 2.55878897e-01 4.65200600e-01 ..., 2.33624058e-01
-3.03565330e-01 9.65391033e-01]
...,
[ -1.84425550e-01 -2.39368751e-01 -3.78617306e-01 ..., 9.00705606e-02
-6.06677324e-01 -3.16652215e-01]
[ -2.75843772e-01 -1.85265096e-01 -1.84743980e-01 ..., -1.18766245e-01
-1.54994738e-01 -3.45143978e-01]
[ 3.94543218e-02 8.67523889e-02 -4.12257642e-02 ..., 5.43520315e-02
2.89404537e+00 -6.39380002e-02]]
Progress: 78.3% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16011115]
[-0.94592809]
[-1.18466376]
[-0.76609236]
[-0.05301123]
[ 2.61095406]
[-0.04926121]
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[ 1.01565545]
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[ 0.14653037]
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[-0.29027723]
[ 0.87871897]
[-0.82962964]
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[ 0.14119019]
[-0.34955209]
[ 4.46630258]
[-0.94685698]
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[ 0.38694209]
[-0.30347754]
[ 4.28884367]
[-1.90001798]]
[[ -1.83208385e-02 -3.04368833e-01 2.66145509e-01 ..., -2.31807277e-01
-3.34085664e-01 2.70164282e-01]
[ 5.86416881e-02 1.47070830e-01 2.76302003e-03 ..., -2.21758574e-01
1.59129381e+00 1.14861205e-01]
[ -6.18140589e-02 2.55145298e-01 4.64301617e-01 ..., 2.33421985e-01
-3.02311439e-01 9.63841660e-01]
...,
[ -1.84438888e-01 -2.39430730e-01 -3.78687127e-01 ..., 9.00474157e-02
-6.05894269e-01 -3.16980288e-01]
[ -2.75802460e-01 -1.85044096e-01 -1.84694296e-01 ..., -1.18696121e-01
-1.55638206e-01 -3.45029400e-01]
[ 3.93681156e-02 8.62330379e-02 -4.14642125e-02 ..., 5.41863867e-02
2.89412713e+00 -6.47073585e-02]]
Progress: 78.3% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16397232]
[-0.95041275]
[-1.18790731]
[-0.76958861]
[-0.05632252]
[ 2.6066156 ]
[-0.05327818]
[-1.08786481]
[-0.52544874]
[ 1.01325107]
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[ 0.14350084]
[-0.10883372]
[-0.99187707]
[-0.29443734]
[ 0.87456999]
[-0.83403233]
[-0.78953292]
[-0.61528117]
[ 0.13832242]
[-0.3522411 ]
[ 4.46588594]
[-0.94940895]
[-1.64357458]
[ 0.38323077]
[-0.30845996]
[ 4.28220604]
[-1.90385972]]
[[ -1.82493040e-02 -3.03928383e-01 2.66817469e-01 ..., -2.31651501e-01
-3.35307501e-01 2.71382240e-01]
[ 5.86038101e-02 1.46840888e-01 2.63296182e-03 ..., -2.21827361e-01
1.59140047e+00 1.14460739e-01]
[ -6.13281940e-02 2.57933042e-01 4.67939702e-01 ..., 2.34326910e-01
-3.08071886e-01 9.68293472e-01]
...,
[ -1.84349540e-01 -2.38901598e-01 -3.78156369e-01 ..., 9.02149189e-02
-6.07186069e-01 -3.16215616e-01]
[ -2.75771851e-01 -1.84855336e-01 -1.84403223e-01 ..., -1.18631443e-01
-1.56824239e-01 -3.44461339e-01]
[ 3.94880233e-02 8.69256369e-02 -4.06473966e-02 ..., 5.44123816e-02
2.89381042e+00 -6.35468889e-02]]
Progress: 78.3% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.15998373]
[-0.94673399]
[-1.18415811]
[-0.76663196]
[-0.05291634]
[ 2.60761915]
[-0.05027597]
[-1.08508315]
[-0.52198413]
[ 1.01629603]
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[ 0.1471139 ]
[-0.10506671]
[-0.99017458]
[-0.29042508]
[ 0.87879269]
[-0.8298421 ]
[-0.78563145]
[-0.61155958]
[ 0.14198234]
[-0.34881802]
[ 4.46653501]
[-0.94661731]
[-1.6394977 ]
[ 0.38585985]
[-0.30496539]
[ 4.28838737]
[-1.90272246]]
[[ -1.83343537e-02 -3.04439229e-01 2.65877956e-01 ..., -2.31808599e-01
-3.34352765e-01 2.70650468e-01]
[ 5.86299394e-02 1.46985628e-01 2.52468427e-03 ..., -2.21779471e-01
1.59139660e+00 1.14607085e-01]
[ -6.12987033e-02 2.58073612e-01 4.67652335e-01 ..., 2.34389351e-01
-3.07752860e-01 9.67600736e-01]
...,
[ -1.84372232e-01 -2.39012487e-01 -3.78415970e-01 ..., 9.01811160e-02
-6.07027308e-01 -3.16177353e-01]
[ -2.75797685e-01 -1.84992702e-01 -1.84497896e-01 ..., -1.18676305e-01
-1.56057043e-01 -3.44227910e-01]
[ 3.94208476e-02 8.65307573e-02 -4.09226694e-02 ..., 5.42863934e-02
2.89370400e+00 -6.38441579e-02]]
Progress: 78.3% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16101754]
[-0.94775471]
[-1.18466509]
[-0.76769441]
[-0.05362138]
[ 2.6070989 ]
[-0.05100568]
[-1.08604968]
[-0.52316323]
[ 1.01609265]
[-0.09067022]
[ 0.14626766]
[-0.10586125]
[-0.99096175]
[-0.29117639]
[ 0.87815074]
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[-0.61264073]
[ 0.14146802]
[-0.34985397]
[ 4.46811603]
[-0.94729831]
[-1.64019989]
[ 0.3850845 ]
[-0.30593456]
[ 4.28628549]
[-1.90365248]]
[[ -1.83821864e-02 -3.04764696e-01 2.65441925e-01 ..., -2.31889938e-01
-3.33331399e-01 2.70432707e-01]
[ 5.86663946e-02 1.47189118e-01 2.76460940e-03 ..., -2.21716020e-01
1.59127772e+00 1.14897714e-01]
[ -6.12367139e-02 2.58500395e-01 4.68188561e-01 ..., 2.34537645e-01
-3.07842376e-01 9.68766664e-01]
...,
[ -1.84350276e-01 -2.38890432e-01 -3.78309548e-01 ..., 9.02218315e-02
-6.07189939e-01 -3.15984657e-01]
[ -2.75874653e-01 -1.85443157e-01 -1.85035231e-01 ..., -1.18814267e-01
-1.55547111e-01 -3.44875876e-01]
[ 3.95370881e-02 8.71901224e-02 -4.02947746e-02 ..., 5.45021173e-02
2.89357125e+00 -6.29831568e-02]]
Progress: 78.3% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16076995]
[-0.94805755]
[-1.18409987]
[-0.7677205 ]
[-0.05420242]
[ 2.60692755]
[-0.05098595]
[-1.08595047]
[-0.52354438]
[ 1.01591185]
[-0.09112374]
[ 0.14599522]
[-0.10628976]
[-0.99133712]
[-0.29137698]
[ 0.87718313]
[-0.8305113 ]
[-0.78536898]
[-0.61297377]
[ 0.14108403]
[-0.35035094]
[ 4.46757462]
[-0.94668485]
[-1.6390329 ]
[ 0.38500072]
[-0.30630255]
[ 4.28703046]
[-1.90348848]]
[[-0.01834654 -0.3045654 0.26584587 ..., -0.23182853 -0.33490678
0.27105853]
[ 0.05868037 0.14727526 0.00291292 ..., -0.22168491 1.59102368
0.11515011]
[-0.06119174 0.25875711 0.4683916 ..., 0.23462729 -0.31026994
0.96930852]
...,
[-0.18434175 -0.238819 -0.37821634 ..., 0.09024047 -0.60749332
-0.31580062]
[-0.27585949 -0.18537385 -0.18487645 ..., -0.11878528 -0.15583897
-0.34468839]
[ 0.03943768 0.08660287 -0.04077336 ..., 0.05431757 2.89365761
-0.06399558]]
Progress: 78.3% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16244407]
[-0.94954911]
[-1.18449047]
[-0.76948137]
[-0.05519055]
[ 2.60655866]
[-0.05204686]
[-1.08777096]
[-0.52408586]
[ 1.01558652]
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[ 0.14496826]
[-0.10765044]
[-0.99125584]
[-0.29257683]
[ 0.87638946]
[-0.83227019]
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[ 0.14029899]
[-0.35119726]
[ 4.46803501]
[-0.94842229]
[-1.64149384]
[ 0.38454352]
[-0.30756169]
[ 4.28389045]
[-1.9032963 ]]
[[ -1.83460932e-02 -3.04509974e-01 2.65685998e-01 ..., -2.31820220e-01
-3.34150032e-01 2.70199434e-01]
[ 5.86583790e-02 1.47149012e-01 2.76214410e-03 ..., -2.21737193e-01
1.59174785e+00 1.14751939e-01]
[ -6.12902043e-02 2.58250516e-01 4.67922714e-01 ..., 2.34490876e-01
-3.08040552e-01 9.69078261e-01]
...,
[ -1.84364451e-01 -2.38939399e-01 -3.78299402e-01 ..., 9.02024737e-02
-6.07007289e-01 -3.15879764e-01]
[ -2.75888292e-01 -1.85532432e-01 -1.84973457e-01 ..., -1.18834634e-01
-1.55025698e-01 -3.45131702e-01]
[ 3.95520912e-02 8.72611150e-02 -4.03215302e-02 ..., 5.45226289e-02
2.89349778e+00 -6.29811215e-02]]
Progress: 78.3% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16281089]
[-0.94921712]
[-1.18579618]
[-0.76865031]
[-0.05537602]
[ 2.60798934]
[-0.05104385]
[-1.08863038]
[-0.52425642]
[ 1.01463523]
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[ 0.14485851]
[-0.10693324]
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[-0.29303811]
[ 0.87525874]
[-0.83281202]
[-0.78735862]
[-0.61522302]
[ 0.14038032]
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[ 4.4680644 ]
[-0.94696275]
[-1.64362823]
[ 0.38466503]
[-0.30735863]
[ 4.28319624]
[-1.90216761]]
[[ -1.83645785e-02 -3.04592112e-01 2.65660569e-01 ..., -2.31848835e-01
-3.32863143e-01 2.69921761e-01]
[ 5.86518837e-02 1.47117543e-01 2.74474376e-03 ..., -2.21748380e-01
1.59179998e+00 1.14741033e-01]
[ -6.14487755e-02 2.57289791e-01 4.66590629e-01 ..., 2.34185161e-01
-3.06965916e-01 9.67178983e-01]
...,
[ -1.84395494e-01 -2.39142605e-01 -3.78501455e-01 ..., 9.01433293e-02
-6.06034821e-01 -3.16307448e-01]
[ -2.75883737e-01 -1.85482024e-01 -1.84920572e-01 ..., -1.18823266e-01
-1.55038522e-01 -3.44981853e-01]
[ 3.95937667e-02 8.74946220e-02 -4.01502279e-02 ..., 5.46006640e-02
2.89334955e+00 -6.30095171e-02]]
Progress: 78.3% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16388809]
[-0.9501155 ]
[-1.18762466]
[-0.7691155 ]
[-0.05627729]
[ 2.60782761]
[-0.05096875]
[-1.08938603]
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[ 1.01343054]
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[ 0.14389375]
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[ 0.87336038]
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[-0.61731942]
[ 0.13941256]
[-0.3530323 ]
[ 4.46945136]
[-0.94692964]
[-1.6451025 ]
[ 0.38400823]
[-0.30817153]
[ 4.28200607]
[-1.90260137]]
[[ -1.84039720e-02 -3.04854609e-01 2.65250545e-01 ..., -2.31920389e-01
-3.32848124e-01 2.69007033e-01]
[ 5.85392666e-02 1.46460185e-01 2.02818255e-03 ..., -2.21953070e-01
1.59251499e+00 1.13694769e-01]
[ -6.13612726e-02 2.57761617e-01 4.67354390e-01 ..., 2.34363908e-01
-3.06664837e-01 9.67626222e-01]
...,
[ -1.84423401e-01 -2.39301595e-01 -3.78768695e-01 ..., 9.00968730e-02
-6.06005657e-01 -3.16872291e-01]
[ -2.75855874e-01 -1.85321392e-01 -1.84811101e-01 ..., -1.18769341e-01
-1.55562579e-01 -3.44768807e-01]
[ 3.95946915e-02 8.74945683e-02 -4.01447518e-02 ..., 5.46062108e-02
2.89351310e+00 -6.27762631e-02]]
Progress: 78.3% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.15762559]
[-0.94470779]
[-1.18316622]
[-0.76384999]
[-0.0520349 ]
[ 2.6124415 ]
[-0.04512181]
[-1.08530864]
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[ 1.01665769]
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[ 0.1492995 ]
[-0.10130493]
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[ 0.88028677]
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[-0.78461127]
[-0.61232755]
[ 0.14438264]
[-0.34790084]
[ 4.47067002]
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[-1.64071005]
[ 0.38911242]
[-0.30297953]
[ 4.29248307]
[-1.89885309]]
[[ -1.86602486e-02 -3.06359747e-01 2.63815478e-01 ..., -2.32386116e-01
-3.31493898e-01 2.66226802e-01]
[ 5.85469562e-02 1.46493607e-01 2.08435986e-03 ..., -2.21940255e-01
1.59246240e+00 1.13736033e-01]
[ -6.15833977e-02 2.56468101e-01 4.65778916e-01 ..., 2.33968479e-01
-3.05495942e-01 9.64953864e-01]
...,
[ -1.84498315e-01 -2.39742841e-01 -3.79098654e-01 ..., 8.99655848e-02
-6.04798964e-01 -3.17540961e-01]
[ -2.75898359e-01 -1.85583567e-01 -1.85234941e-01 ..., -1.18852348e-01
-1.54645475e-01 -3.45251226e-01]
[ 3.95840640e-02 8.74396669e-02 -4.01547508e-02 ..., 5.45851355e-02
2.89357083e+00 -6.31234020e-02]]
Progress: 78.3% ... Training loss: 0.067 ... Validation loss: 0.148[[-0.16316224]
[-0.94898547]
[-1.18699873]
[-0.76824078]
[-0.05727344]
[ 2.60998474]
[-0.04990255]
[-1.08933979]
[-0.52545909]
[ 1.01354369]
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[ 0.14496713]
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[-0.2937012 ]
[ 0.8752967 ]
[-0.83362586]
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[ 0.13992268]
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[ 4.46982445]
[-0.94817622]
[-1.64492395]
[ 0.38519643]
[-0.30742596]
[ 4.28465895]
[-1.90198565]]
[[ -1.85048560e-02 -3.05456006e-01 2.65050182e-01 ..., -2.32110877e-01
-3.35095678e-01 2.67601806e-01]
[ 5.85824545e-02 1.46722061e-01 2.36341653e-03 ..., -2.21877779e-01
1.59230896e+00 1.14163174e-01]
[ -6.14673529e-02 2.57241555e-01 4.66992834e-01 ..., 2.34213679e-01
-3.08590516e-01 9.67721215e-01]
...,
[ -1.84469315e-01 -2.39593225e-01 -3.78926784e-01 ..., 9.00173744e-02
-6.05351083e-01 -3.17332026e-01]
[ -2.75831051e-01 -1.85225270e-01 -1.84954519e-01 ..., -1.18728989e-01
-1.57049099e-01 -3.44401859e-01]
[ 3.96658783e-02 8.79258620e-02 -3.95508051e-02 ..., 5.47370935e-02
2.89329791e+00 -6.24372516e-02]]
Progress: 78.3% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16259687]
[-0.94823926]
[-1.18753561]
[-0.76685105]
[-0.05644096]
[ 2.61010087]
[-0.04956621]
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[ 1.01338264]
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[ 0.14489381]
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[ 0.87530995]
[-0.83304991]
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[ 0.14012593]
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[ 4.46823177]
[-0.94751513]
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[ 0.38496247]
[-0.30654198]
[ 4.28558531]
[-1.90275198]]
[[ -1.82839334e-02 -3.04275149e-01 2.66429631e-01 ..., -2.31719277e-01
-3.37734438e-01 2.69288582e-01]
[ 5.86220312e-02 1.46944798e-01 2.60216132e-03 ..., -2.21808007e-01
1.59219014e+00 1.14419418e-01]
[ -6.14035817e-02 2.57658635e-01 4.67436525e-01 ..., 2.34341653e-01
-3.11207171e-01 9.68669535e-01]
...,
[ -1.84416974e-01 -2.39307401e-01 -3.78503188e-01 ..., 9.01138912e-02
-6.06121400e-01 -3.16579482e-01]
[ -2.75846223e-01 -1.85311537e-01 -1.85003338e-01 ..., -1.18754341e-01
-1.57033544e-01 -3.44621549e-01]
[ 3.95069066e-02 8.70033148e-02 -4.05783293e-02 ..., 5.44327498e-02
2.89352481e+00 -6.35783841e-02]]
Progress: 78.3% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.1650935 ]
[-0.94979873]
[-1.18830303]
[-0.76931066]
[-0.05852729]
[ 2.609649 ]
[-0.05139387]
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[ 1.01159115]
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[ 0.14278541]
[-0.10733613]
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[ 0.87280707]
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[ 0.13827977]
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[ 4.46848149]
[-0.95030671]
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[ 0.38344922]
[-0.30750996]
[ 4.28213673]
[-1.90328268]]
[[ -1.82774928e-02 -3.04234511e-01 2.66476811e-01 ..., -2.31709389e-01
-3.37200216e-01 2.68967741e-01]
[ 5.86130166e-02 1.46892515e-01 2.53382146e-03 ..., -2.21829203e-01
1.59213142e+00 1.14448636e-01]
[ -6.15240485e-02 2.56979488e-01 4.66605200e-01 ..., 2.34116059e-01
-3.10527717e-01 9.68350824e-01]
...,
[ -1.84383641e-01 -2.39094336e-01 -3.78509143e-01 ..., 9.01794835e-02
-6.07044787e-01 -3.16613867e-01]
[ -2.75775201e-01 -1.84913363e-01 -1.84662992e-01 ..., -1.18629207e-01
-1.58385295e-01 -3.43984706e-01]
[ 3.94514688e-02 8.66810161e-02 -4.08807933e-02 ..., 5.43333129e-02
2.89362926e+00 -6.39837754e-02]]
Progress: 78.3% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16227392]
[-0.94621751]
[-1.18732894]
[-0.76671282]
[-0.05639976]
[ 2.61134596]
[-0.04863246]
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[ 1.01302481]
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[ 0.38528557]
[-0.30392059]
[ 4.2878156 ]
[-1.90244224]]
[[ -1.82101478e-02 -3.03811235e-01 2.66772558e-01 ..., -2.31591560e-01
-3.38616994e-01 2.70302973e-01]
[ 5.85526245e-02 1.46560529e-01 2.12955054e-03 ..., -2.21940997e-01
1.59232642e+00 1.13794461e-01]
[ -6.15779078e-02 2.56665875e-01 4.65952406e-01 ..., 2.33989817e-01
-3.12128316e-01 9.67113254e-01]
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[ -1.84482169e-01 -2.39640822e-01 -3.79041498e-01 ..., 9.00001385e-02
-6.05746110e-01 -3.17499265e-01]
[ -2.75648163e-01 -1.84207944e-01 -1.84396341e-01 ..., -1.18409041e-01
-1.58869826e-01 -3.42487770e-01]
[ 3.93353227e-02 8.60633295e-02 -4.16422463e-02 ..., 5.41189203e-02
2.89373544e+00 -6.47482461e-02]]
Progress: 78.3% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16434173]
[-0.94808804]
[-1.18838429]
[-0.76800483]
[-0.05716845]
[ 2.60918684]
[-0.05067475]
[-1.08808418]
[-0.52588188]
[ 1.01264974]
[-0.09436339]
[ 0.14437541]
[-0.10671137]
[-0.99305821]
[-0.29270711]
[ 0.87331706]
[-0.83352796]
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[-0.61608381]
[ 0.139285 ]
[-0.35333278]
[ 4.46682723]
[-0.94999731]
[-1.6452907 ]
[ 0.38328654]
[-0.30563961]
[ 4.28466847]
[-1.90512639]]
[[ -1.80279566e-02 -3.02765830e-01 2.67931069e-01 ..., -2.31263456e-01
-3.40145244e-01 2.72669533e-01]
[ 5.85850268e-02 1.46735570e-01 2.29029398e-03 ..., -2.21884814e-01
1.59217033e+00 1.13992963e-01]
[ -6.12981750e-02 2.58262494e-01 4.67449873e-01 ..., 2.34489246e-01
-3.14803374e-01 9.69212345e-01]
...,
[ -1.84435214e-01 -2.39377503e-01 -3.78703091e-01 ..., 9.00820537e-02
-6.06353480e-01 -3.16995915e-01]
[ -2.75655952e-01 -1.84249300e-01 -1.84274045e-01 ..., -1.18421000e-01
-1.58693907e-01 -3.42049463e-01]
[ 3.93896604e-02 8.63863092e-02 -4.17308116e-02 ..., 5.42060066e-02
2.89365101e+00 -6.43374154e-02]]
Progress: 78.3% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16283539]
[-0.94746569]
[-1.1862952 ]
[-0.76820644]
[-0.05677628]
[ 2.61088918]
[-0.04979434]
[-1.08845329]
[-0.52398661]
[ 1.01443511]
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[ 0.14530978]
[-0.10529938]
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[-0.29135391]
[ 0.87447205]
[-0.83195738]
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[-0.61482016]
[ 0.14041905]
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[ 4.46754545]
[-0.94865574]
[-1.64466878]
[ 0.38405119]
[-0.30460895]
[ 4.2863605 ]
[-1.90368614]]
[[ -1.82014881e-02 -3.03675011e-01 2.66812958e-01 ..., -2.31586484e-01
-3.37328402e-01 2.71603753e-01]
[ 5.86190372e-02 1.46931869e-01 2.44905018e-03 ..., -2.21822676e-01
1.59198428e+00 1.14202795e-01]
[ -6.14723575e-02 2.57088943e-01 4.66449471e-01 ..., 2.34112872e-01
-3.12655416e-01 9.66958880e-01]
...,
[ -1.84547872e-01 -2.40027602e-01 -3.79453272e-01 ..., 8.98723649e-02
-6.04016584e-01 -3.18160586e-01]
[ -2.75672598e-01 -1.84318570e-01 -1.84309250e-01 ..., -1.18447716e-01
-1.58139269e-01 -3.42123424e-01]
[ 3.93488893e-02 8.61691479e-02 -4.21070570e-02 ..., 5.41279437e-02
2.89389292e+00 -6.49328081e-02]]
Progress: 78.4% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16329003]
[-0.94826619]
[-1.18694016]
[-0.76859075]
[-0.05639739]
[ 2.60984642]
[-0.05036336]
[-1.08759827]
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[ 1.01453843]
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[ 0.14482135]
[-0.10569323]
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[-0.29158603]
[ 0.87445062]
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[ 0.14042575]
[-0.35186307]
[ 4.46732242]
[-0.94975072]
[-1.64378792]
[ 0.38326792]
[-0.30505477]
[ 4.28590904]
[-1.90499436]]
[[ -1.81856480e-02 -3.03597001e-01 2.67149481e-01 ..., -2.31551063e-01
-3.38201940e-01 2.72196582e-01]
[ 5.85912164e-02 1.46777571e-01 2.25388316e-03 ..., -2.21876735e-01
1.59208495e+00 1.13859366e-01]
[ -6.12616200e-02 2.58202318e-01 4.67769750e-01 ..., 2.34505112e-01
-3.14410915e-01 9.68703655e-01]
...,
[ -1.84466591e-01 -2.39575150e-01 -3.78919029e-01 ..., 9.00193373e-02
-6.05049690e-01 -3.17332157e-01]
[ -2.75554484e-01 -1.83652313e-01 -1.83734331e-01 ..., -1.18245692e-01
-1.60270831e-01 -3.41123846e-01]
[ 3.92730998e-02 8.57397840e-02 -4.24660929e-02 ..., 5.39962137e-02
2.89431211e+00 -6.55033326e-02]]
Progress: 78.4% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16043773]
[-0.94616954]
[-1.18580314]
[-0.76562123]
[-0.05408187]
[ 2.61170846]
[-0.04752216]
[-1.08540716]
[-0.522856 ]
[ 1.01518187]
[-0.0920456 ]
[ 0.14721982]
[-0.10242416]
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[-0.28936835]
[ 0.87690114]
[-0.83061438]
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[ 0.14267187]
[-0.34926155]
[ 4.46862954]
[-0.94648161]
[-1.64146541]
[ 0.38532689]
[-0.30276801]
[ 4.29012887]
[-1.90347293]]
[[ -1.83693903e-02 -3.04577611e-01 2.66169483e-01 ..., -2.31859687e-01
-3.34873358e-01 2.71069815e-01]
[ 5.85312295e-02 1.46454893e-01 2.07506761e-03 ..., -2.21977637e-01
1.59247539e+00 1.13534688e-01]
[ -6.12997298e-02 2.57986502e-01 4.67636509e-01 ..., 2.34422981e-01
-3.11496132e-01 9.67935892e-01]
...,
[ -1.84505873e-01 -2.39799856e-01 -3.79125918e-01 ..., 8.99456586e-02
-6.04194419e-01 -3.17783059e-01]
[ -2.75700055e-01 -1.84499807e-01 -1.84490671e-01 ..., -1.18496964e-01
-1.58684263e-01 -3.42269963e-01]
[ 3.92470465e-02 8.55795734e-02 -4.26714331e-02 ..., 5.39372977e-02
2.89430231e+00 -6.56750144e-02]]
Progress: 78.4% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.1625023 ]
[-0.94919278]
[-1.18793691]
[-0.76775007]
[-0.05658047]
[ 2.61125882]
[-0.0496465 ]
[-1.08749407]
[-0.52513774]
[ 1.0136859 ]
[-0.09422194]
[ 0.14531574]
[-0.1043773 ]
[-0.99042351]
[-0.29210749]
[ 0.87473543]
[-0.83321433]
[-0.79068563]
[-0.61599186]
[ 0.14025345]
[-0.35064088]
[ 4.46709842]
[-0.94741328]
[-1.64413944]
[ 0.38414761]
[-0.30521939]
[ 4.28559156]
[-1.90366074]]
[[ -1.82050469e-02 -3.03589020e-01 2.66916302e-01 ..., -2.31541033e-01
-3.34211195e-01 2.71911935e-01]
[ 5.85375582e-02 1.46490189e-01 2.08654441e-03 ..., -2.21965693e-01
1.59250383e+00 1.13521299e-01]
[ -6.13181257e-02 2.57774261e-01 4.67566671e-01 ..., 2.34366228e-01
-3.10738398e-01 9.67769863e-01]
...,
[ -1.84489928e-01 -2.39691041e-01 -3.79081716e-01 ..., 8.99773994e-02
-6.04062753e-01 -3.17490007e-01]
[ -2.75721647e-01 -1.84619238e-01 -1.84679204e-01 ..., -1.18528993e-01
-1.57055428e-01 -3.42785811e-01]
[ 3.92388160e-02 8.55371875e-02 -4.27308171e-02 ..., 5.39267716e-02
2.89444261e+00 -6.57387549e-02]]
Progress: 78.4% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16219593]
[-0.94872524]
[-1.1870059 ]
[-0.76822102]
[-0.05542905]
[ 2.61212766]
[-0.04956464]
[-1.08817848]
[-0.5240272 ]
[ 1.01510594]
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[ 0.14603633]
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[ 0.87628434]
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[-0.79025604]
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[ 0.14096082]
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[ 4.46738673]
[-0.94815676]
[-1.64443835]
[ 0.38486602]
[-0.30459513]
[ 4.28502087]
[-1.90322815]]
[[ -1.82426457e-02 -3.03851016e-01 2.66796632e-01 ..., -2.31640754e-01
-3.32256343e-01 2.71909685e-01]
[ 5.85493080e-02 1.46551170e-01 2.13910443e-03 ..., -2.21958885e-01
1.59244564e+00 1.13883017e-01]
[ -6.14857513e-02 2.56832536e-01 4.67152227e-01 ..., 2.34028434e-01
-3.06005686e-01 9.66863332e-01]
...,
[ -1.84513556e-01 -2.39842667e-01 -3.79145052e-01 ..., 8.99303626e-02
-6.02913002e-01 -3.17753678e-01]
[ -2.75696107e-01 -1.84510134e-01 -1.84652156e-01 ..., -1.18503757e-01
-1.55908785e-01 -3.42925842e-01]
[ 3.92763747e-02 8.57724438e-02 -4.26231494e-02 ..., 5.39993947e-02
2.89441882e+00 -6.54872240e-02]]
Progress: 78.4% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16374754]
[-0.95071042]
[-1.18982321]
[-0.76914342]
[-0.05603866]
[ 2.61084379]
[-0.05118241]
[-1.08892041]
[-0.52619276]
[ 1.01355203]
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[ 0.14442286]
[-0.1059165 ]
[-0.99141672]
[-0.29389207]
[ 0.87340488]
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[-0.61713003]
[ 0.13959523]
[-0.35209593]
[ 4.46791949]
[-0.94778353]
[-1.64523058]
[ 0.3831454 ]
[-0.30684075]
[ 4.28199881]
[-1.90419023]]
[[ -1.81940530e-02 -3.03553585e-01 2.67026668e-01 ..., -2.31534439e-01
-3.31745254e-01 2.72733317e-01]
[ 5.85336352e-02 1.46458596e-01 2.10325250e-03 ..., -2.21988518e-01
1.59246945e+00 1.13800975e-01]
[ -6.13293004e-02 2.57780288e-01 4.67521625e-01 ..., 2.34326073e-01
-3.06796930e-01 9.67419938e-01]
...,
[ -1.84491793e-01 -2.39719229e-01 -3.79046958e-01 ..., 8.99783304e-02
-6.02908009e-01 -3.17565421e-01]
[ -2.75717265e-01 -1.84657024e-01 -1.84894440e-01 ..., -1.18538178e-01
-1.56005489e-01 -3.43030807e-01]
[ 3.93487722e-02 8.61753904e-02 -4.19456757e-02 ..., 5.41193920e-02
2.89423634e+00 -6.45087186e-02]]
Progress: 78.4% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16036526]
[-0.948017 ]
[-1.18833514]
[-0.76514612]
[-0.05257456]
[ 2.61115961]
[-0.04850564]
[-1.08484055]
[-0.52460447]
[ 1.01509856]
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[ 0.14749391]
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[ 0.8771906 ]
[-0.831578 ]
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[ 0.14239022]
[-0.34929065]
[ 4.46834883]
[-0.94482314]
[-1.63999334]
[ 0.38489382]
[-0.30467404]
[ 4.28816722]
[-1.90354213]]
[[ -1.82945891e-02 -3.04087448e-01 2.66638657e-01 ..., -2.31727391e-01
-3.31260839e-01 2.72547646e-01]
[ 5.85471048e-02 1.46541177e-01 2.20761597e-03 ..., -2.21971405e-01
1.59249831e+00 1.14164959e-01]
[ -6.10823328e-02 2.59191852e-01 4.68897404e-01 ..., 2.34748614e-01
-3.09430808e-01 9.67944860e-01]
...,
[ -1.84552443e-01 -2.40057603e-01 -3.79324630e-01 ..., 8.98707210e-02
-6.01976936e-01 -3.18201194e-01]
[ -2.75806702e-01 -1.85137044e-01 -1.85146117e-01 ..., -1.18697004e-01
-1.54825884e-01 -3.43579626e-01]
[ 3.91869704e-02 8.52615913e-02 -4.27415323e-02 ..., 5.38162073e-02
2.89438192e+00 -6.55545389e-02]]
Progress: 78.4% ... Training loss: 0.062 ... Validation loss: 0.143[[-0.16584672]
[-0.95262065]
[-1.19309148]
[-0.76935396]
[-0.05779413]
[ 2.60751842]
[-0.05298798]
[-1.08876748]
[-0.52992011]
[ 1.01169187]
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[ 0.14236608]
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[ 0.86963909]
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[ 0.13793835]
[-0.35444232]
[ 4.46695433]
[-0.94757583]
[-1.6440715 ]
[ 0.38061976]
[-0.30982559]
[ 4.27996164]
[-1.90505553]]
[[ -1.80622859e-02 -3.02793683e-01 2.68195650e-01 ..., -2.31287479e-01
-3.35956163e-01 2.74627115e-01]
[ 5.85618238e-02 1.46634736e-01 2.29138343e-03 ..., -2.21942058e-01
1.59191659e+00 1.14357698e-01]
[ -6.09400252e-02 2.60017029e-01 4.69757897e-01 ..., 2.35020517e-01
-3.12741759e-01 9.69254919e-01]
...,
[ -1.84520569e-01 -2.39868983e-01 -3.79130539e-01 ..., 8.99342839e-02
-6.02408851e-01 -3.18189455e-01]
[ -2.75792163e-01 -1.85059100e-01 -1.84988717e-01 ..., -1.18670814e-01
-1.55385627e-01 -3.43351661e-01]
[ 3.93135705e-02 8.59730403e-02 -4.22397120e-02 ..., 5.40421436e-02
2.89417816e+00 -6.46513503e-02]]
Progress: 78.4% ... Training loss: 0.065 ... Validation loss: 0.142[[-0.16262839]
[-0.95017759]
[-1.19131899]
[-0.76587164]
[-0.05539934]
[ 2.60783444]
[-0.05083478]
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[ 1.01313091]
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[ 0.14467154]
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[ 0.87203133]
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[ 0.14038037]
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[ 4.4669314 ]
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[ 0.38195466]
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[ 4.28483173]
[-1.90424982]]
[[ -1.80776001e-02 -3.02913391e-01 2.68076775e-01 ..., -2.31333189e-01
-3.35685532e-01 2.74895094e-01]
[ 5.85755256e-02 1.46713010e-01 2.31740872e-03 ..., -2.21917264e-01
1.59183641e+00 1.14409020e-01]
[ -6.09251251e-02 2.60107933e-01 4.69603621e-01 ..., 2.35035531e-01
-3.10130281e-01 9.68773874e-01]
...,
[ -1.84557839e-01 -2.40072735e-01 -3.79691532e-01 ..., 8.98603775e-02
-6.01222768e-01 -3.18994566e-01]
[ -2.75736362e-01 -1.84771233e-01 -1.84634591e-01 ..., -1.18592572e-01
-1.55255652e-01 -3.43087005e-01]
[ 3.92540629e-02 8.56197219e-02 -4.24629073e-02 ..., 5.39323885e-02
2.89420315e+00 -6.51397140e-02]]
Progress: 78.4% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16202725]
[-0.94924226]
[-1.19127038]
[-0.76554519]
[-0.05480132]
[ 2.60801233]
[-0.05036733]
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[ 1.01306575]
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[ 0.1453741 ]
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[ 0.14135908]
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[ 4.46723174]
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[ 0.38294828]
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[ 4.28719962]
[-1.90386178]]
[[ -1.81056560e-02 -3.03117865e-01 2.68182970e-01 ..., -2.31399807e-01
-3.37842684e-01 2.74574829e-01]
[ 5.86409539e-02 1.47108312e-01 2.78346345e-03 ..., -2.21809151e-01
1.59151413e+00 1.15187140e-01]
[ -6.09805720e-02 2.59699879e-01 4.69629134e-01 ..., 2.34901465e-01
-3.11150525e-01 9.69001936e-01]
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[ -1.84580763e-01 -2.40201123e-01 -3.79874769e-01 ..., 8.98153036e-02
-6.00407505e-01 -3.19485159e-01]
[ -2.75737132e-01 -1.84830872e-01 -1.84517773e-01 ..., -1.18608930e-01
-1.55692236e-01 -3.42996889e-01]
[ 3.92388769e-02 8.55182853e-02 -4.24769233e-02 ..., 5.39025389e-02
2.89445107e+00 -6.51694853e-02]]
Progress: 78.4% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.15905722]
[-0.94656394]
[-1.19005216]
[-0.76358052]
[-0.05351251]
[ 2.61143046]
[-0.04737807]
[-1.08661951]
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[ 1.01483253]
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[ 0.14736963]
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[ 0.87575478]
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[ 0.14422226]
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[ 4.467912 ]
[-0.94323293]
[-1.64101187]
[ 0.38623465]
[-0.30406224]
[ 4.29226016]
[-1.90113162]]
[[-0.0181788 -0.30348493 0.26780854 ..., -0.23148862 -0.33738569
0.27357173]
[ 0.05866174 0.14721857 0.00292743 ..., -0.2217634 1.59155763
0.1152114 ]
[-0.06132185 0.25770846 0.46738767 ..., 0.23428562 -0.30763354
0.96608726]
...,
[-0.18458251 -0.24019444 -0.38002952 ..., 0.08981565 -0.60044221
-0.31964876]
[-0.27580593 -0.18524646 -0.1850418 ..., -0.11872976 -0.15466936
-0.34378506]
[ 0.03918154 0.08520611 -0.0423256 ..., 0.0538183 2.89486647
-0.06607805]]
Progress: 78.4% ... Training loss: 0.063 ... Validation loss: 0.144[[-0.1617252 ]
[-0.94873165]
[-1.19293101]
[-0.76554667]
[-0.0554089 ]
[ 2.6103785 ]
[-0.04934461]
[-1.08847503]
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[ 1.01270322]
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[ 0.14483433]
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[ 0.87233436]
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[ 0.14200887]
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[ 4.46844485]
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[ 0.38415393]
[-0.30634288]
[ 4.28825447]
[-1.90265013]]
[[-0.01813587 -0.30323635 0.26828134 ..., -0.23140083 -0.33794695
0.27424982]
[ 0.05866761 0.14722964 0.00301368 ..., -0.22175469 1.59142348
0.11520279]
[-0.06126752 0.25807534 0.46800283 ..., 0.23441144 -0.30856188
0.9674075 ]
...,
[-0.18459197 -0.24026679 -0.37998005 ..., 0.08979411 -0.60053587
-0.3197594 ]
[-0.27578265 -0.18513962 -0.18487028 ..., -0.11868624 -0.15480984
-0.34370994]
[ 0.03923131 0.08549678 -0.04196384 ..., 0.05390874 2.89478396
-0.06539499]]
Progress: 78.4% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16172619]
[-0.94751429]
[-1.19114906]
[-0.76636413]
[-0.05497757]
[ 2.60972393]
[-0.049411 ]
[-1.08935402]
[-0.52387031]
[ 1.01456061]
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[ 0.14526658]
[-0.10328863]
[-0.99140738]
[-0.29242881]
[ 0.87349482]
[-0.83324486]
[-0.79052399]
[-0.61609686]
[ 0.14211197]
[-0.34973024]
[ 4.46902891]
[-0.94656404]
[-1.64444692]
[ 0.38464641]
[-0.30609293]
[ 4.28820116]
[-1.90195806]]
[[ -1.80240214e-02 -3.02623526e-01 2.68631462e-01 ..., -2.31183350e-01
-3.38574419e-01 2.74972051e-01]
[ 5.86405878e-02 1.47074178e-01 2.82655281e-03 ..., -2.21805253e-01
1.59195775e+00 1.14888317e-01]
[ -6.14935199e-02 2.56877660e-01 4.66935620e-01 ..., 2.34002455e-01
-3.06207992e-01 9.65863095e-01]
...,
[ -1.84619016e-01 -2.40402023e-01 -3.80239898e-01 ..., 8.97462731e-02
-5.99558364e-01 -3.20116261e-01]
[ -2.75838557e-01 -1.85468401e-01 -1.85408229e-01 ..., -1.18793600e-01
-1.54435460e-01 -3.44721331e-01]
[ 3.92546919e-02 8.56201211e-02 -4.18977137e-02 ..., 5.39494136e-02
2.89480812e+00 -6.53286963e-02]]
Progress: 78.4% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.15981229]
[-0.94576098]
[-1.18918268]
[-0.76487083]
[-0.05382362]
[ 2.61037559]
[-0.04796655]
[-1.08764272]
[-0.52180671]
[ 1.0162318 ]
[-0.09060751]
[ 0.14719358]
[-0.10175264]
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[ 0.87620063]
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[ 0.14334272]
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[ 4.46929738]
[-0.94571704]
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[ 0.38579877]
[-0.30419351]
[ 4.29163667]
[-1.90137395]]
[[ -1.80420038e-02 -3.02637682e-01 2.68415885e-01 ..., -2.31229792e-01
-3.38610353e-01 2.75502458e-01]
[ 5.86220843e-02 1.46977978e-01 2.68720094e-03 ..., -2.21837930e-01
1.59230774e+00 1.14866137e-01]
[ -6.15276667e-02 2.56765625e-01 4.67051207e-01 ..., 2.33929890e-01
-3.06329036e-01 9.65652094e-01]
...,
[ -1.84675684e-01 -2.40716295e-01 -3.80726157e-01 ..., 8.96373279e-02
-5.98863471e-01 -3.20561400e-01]
[ -2.75842259e-01 -1.85483678e-01 -1.85432633e-01 ..., -1.18802205e-01
-1.54239156e-01 -3.44857612e-01]
[ 3.91883652e-02 8.52385874e-02 -4.23939229e-02 ..., 5.38229091e-02
2.89486031e+00 -6.56027922e-02]]
Progress: 78.4% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.15987925]
[-0.94460842]
[-1.18882146]
[-0.76467073]
[-0.05426236]
[ 2.61127577]
[-0.04743408]
[-1.08817412]
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[ 1.0166034 ]
[-0.08980761]
[ 0.14723616]
[-0.10159408]
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[ 0.87531918]
[-0.83057186]
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[ 0.14332884]
[-0.3475719 ]
[ 4.4699001 ]
[-0.94519092]
[-1.6431714 ]
[ 0.38643819]
[-0.30421561]
[ 4.29283997]
[-1.90014081]]
[[ -1.80358699e-02 -3.02675682e-01 2.68587779e-01 ..., -2.31217103e-01
-3.38262728e-01 2.75019043e-01]
[ 5.85549666e-02 1.46573198e-01 2.20367242e-03 ..., -2.21954772e-01
1.59351728e+00 1.14039286e-01]
[ -6.17186490e-02 2.55732085e-01 4.65534562e-01 ..., 2.33605241e-01
-3.03010977e-01 9.63889573e-01]
...,
[ -1.84634564e-01 -2.40549891e-01 -3.80488176e-01 ..., 8.97146010e-02
-6.00162903e-01 -3.20330261e-01]
[ -2.75772329e-01 -1.85145832e-01 -1.84980231e-01 ..., -1.18672477e-01
-1.54552622e-01 -3.44709510e-01]
[ 3.91363035e-02 8.49287990e-02 -4.26405807e-02 ..., 5.37241308e-02
2.89498262e+00 -6.60526296e-02]]
Progress: 78.4% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16261368]
[-0.947012 ]
[-1.18994181]
[-0.76755363]
[-0.0569305 ]
[ 2.6098966 ]
[-0.04995028]
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[-0.52364962]
[ 1.01562091]
[-0.09206814]
[ 0.14530032]
[-0.10412179]
[-0.99133444]
[-0.29290982]
[ 0.87328398]
[-0.83320854]
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[ 0.14049925]
[-0.34955688]
[ 4.47035728]
[-0.94746273]
[-1.64504963]
[ 0.38474607]
[-0.30679809]
[ 4.28996775]
[-1.90156277]]
[[ -1.79565571e-02 -3.02275483e-01 2.68830188e-01 ..., -2.31071810e-01
-3.40809919e-01 2.75688255e-01]
[ 5.86251089e-02 1.46967895e-01 2.57622335e-03 ..., -2.21827571e-01
1.59306899e+00 1.14473034e-01]
[ -6.16041488e-02 2.56348913e-01 4.66571838e-01 ..., 2.33808397e-01
-3.07397577e-01 9.65158687e-01]
...,
[ -1.84590055e-01 -2.40316221e-01 -3.80134544e-01 ..., 8.97923572e-02
-6.00356118e-01 -3.20033409e-01]
[ -2.75789020e-01 -1.85248020e-01 -1.85069621e-01 ..., -1.18693136e-01
-1.54968171e-01 -3.44894748e-01]
[ 3.92311860e-02 8.54738495e-02 -4.20502193e-02 ..., 5.39028222e-02
2.89494161e+00 -6.54512468e-02]]
Progress: 78.5% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16069901]
[-0.94593806]
[-1.18952468]
[-0.76720053]
[-0.05678042]
[ 2.61376065]
[-0.04820409]
[-1.09120176]
[-0.52213846]
[ 1.0151652 ]
[-0.09186273]
[ 0.14680601]
[-0.10182024]
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[-0.29175775]
[ 0.87521989]
[-0.83230463]
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[-0.61455858]
[ 0.14163084]
[-0.34814484]
[ 4.47079279]
[-0.94499812]
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[ 0.38697528]
[-0.30577463]
[ 4.2923268 ]
[-1.89932188]]
[[ -1.81888871e-02 -3.03591814e-01 2.67564447e-01 ..., -2.31491932e-01
-3.39803394e-01 2.73034827e-01]
[ 5.86286736e-02 1.46985055e-01 2.58581539e-03 ..., -2.21822353e-01
1.59306389e+00 1.14481091e-01]
[ -6.19440424e-02 2.54468166e-01 4.65285182e-01 ..., 2.33232058e-01
-3.02068847e-01 9.62423890e-01]
...,
[ -1.84646583e-01 -2.40621124e-01 -3.80698581e-01 ..., 8.97000577e-02
-5.99057563e-01 -3.20512028e-01]
[ -2.75734016e-01 -1.84954000e-01 -1.84687911e-01 ..., -1.18604412e-01
-1.54906345e-01 -3.44865686e-01]
[ 3.92813521e-02 8.57573607e-02 -4.16873384e-02 ..., 5.39955837e-02
2.89475824e+00 -6.48589559e-02]]
Progress: 78.5% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16536943]
[-0.94950216]
[-1.19512982]
[-0.76976889]
[-0.05930109]
[ 2.61043037]
[-0.05165054]
[-1.09257261]
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[ 1.01224183]
[-0.0952006 ]
[ 0.14299654]
[-0.10563772]
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[ 0.87018193]
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[ 0.13793522]
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[ 4.47026628]
[-0.94687598]
[-1.64896198]
[ 0.38274092]
[-0.30895215]
[ 4.28484876]
[-1.90316456]]
[[-0.01793416 -0.30212738 0.26940133 ..., -0.23103291 -0.34233755
0.27598951]
[ 0.05868253 0.14729086 0.00291451 ..., -0.22172573 1.592724
0.11483265]
[-0.06157466 0.25667628 0.46754207 ..., 0.2339237 -0.30664316
0.96706836]
...,
[-0.18464006 -0.24060149 -0.38062535 ..., 0.08970782 -0.59871085
-0.32061773]
[-0.27560687 -0.18427951 -0.18403237 ..., -0.11839482 -0.15809961
-0.3439557 ]
[ 0.0392667 0.08566232 -0.04189351 ..., 0.05395618 2.89464205
-0.06459949]]
Progress: 78.5% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16137455]
[-0.94600001]
[-1.18923184]
[-0.76775868]
[-0.05607823]
[ 2.61197678]
[-0.04841441]
[-1.09050677]
[-0.52249822]
[ 1.01691416]
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[ 0.14684517]
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[ 0.8756347 ]
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[ 0.14157593]
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[ 4.47157244]
[-0.94513884]
[-1.64551128]
[ 0.38596239]
[-0.30533634]
[ 4.29042662]
[-1.90168588]]
[[-0.0181063 -0.3030588 0.26831821 ..., -0.23133597 -0.33796988
0.27451432]
[ 0.05867397 0.14724384 0.00290009 ..., -0.22174081 1.59275271
0.11479929]
[-0.06170531 0.25585667 0.46660185 ..., 0.23368858 -0.30261907
0.96444493]
...,
[-0.18464311 -0.24064464 -0.38095273 ..., 0.08970447 -0.59810714
-0.32062007]
[-0.27560022 -0.18424395 -0.18419283 ..., -0.11838362 -0.15819331
-0.34383067]
[ 0.03931033 0.085869 -0.04171404 ..., 0.05403268 2.8946018
-0.06436008]]
Progress: 78.5% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.1655178 ]
[-0.94964391]
[-1.19243147]
[-0.77070003]
[-0.05772897]
[ 2.60849467]
[-0.05247115]
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[ 1.01442925]
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[ 0.14355055]
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[ 0.87240228]
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[ 0.13831112]
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[ 4.47027536]
[-0.94944538]
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[ 0.38232198]
[-0.30914628]
[ 4.28320729]
[-1.90496802]]
[[-0.01799936 -0.30245939 0.2691653 ..., -0.2311489 -0.33947453
0.27563383]
[ 0.05867397 0.14724384 0.00290009 ..., -0.22174081 1.59275271
0.11479929]
[-0.06134946 0.25791523 0.4694268 ..., 0.23434983 -0.30503665
0.96820904]
...,
[-0.18447368 -0.23966715 -0.37975904 ..., 0.09001754 -0.59985576
-0.31939954]
[-0.2755021 -0.1837045 -0.18340346 ..., -0.1182062 -0.15877234
-0.34278429]
[ 0.0393708 0.08623292 -0.0415156 ..., 0.05414766 2.89456157
-0.06391184]]
Progress: 78.5% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.15670506]
[-0.94151291]
[-1.18524516]
[-0.76312613]
[-0.0509075 ]
[ 2.61417483]
[-0.04522582]
[-1.08599442]
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[ 1.01914035]
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[ 0.15073402]
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[ 0.88137329]
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[ 0.14617936]
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[ 4.47188396]
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[-1.64080729]
[ 0.38910231]
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[-1.9005309 ]]
[[ -1.84109850e-02 -3.04785916e-01 2.66771585e-01 ..., -2.31893881e-01
-3.33739722e-01 2.71987717e-01]
[ 5.86473357e-02 1.47088181e-01 2.73760372e-03 ..., -2.21790620e-01
1.59282673e+00 1.14552844e-01]
[ -6.16877312e-02 2.56051529e-01 4.67132871e-01 ..., 2.33770585e-01
-3.00610965e-01 9.64185004e-01]
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[ -1.84538959e-01 -2.40026281e-01 -3.80077559e-01 ..., 8.99035942e-02
-5.98447093e-01 -3.19909817e-01]
[ -2.75455469e-01 -1.83466362e-01 -1.83021731e-01 ..., -1.18141347e-01
-1.59439709e-01 -3.42287088e-01]
[ 3.92884901e-02 8.57828532e-02 -4.19897184e-02 ..., 5.39929261e-02
2.89458351e+00 -6.46062551e-02]]
Progress: 78.5% ... Training loss: 0.069 ... Validation loss: 0.149[[-0.16673004]
[-0.95046888]
[-1.19471375]
[-0.77141146]
[-0.05812145]
[ 2.61088325]
[-0.05362602]
[-1.09251915]
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[ 1.01110761]
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[ 0.14220891]
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[ 0.87133871]
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[ 0.13735935]
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[ 4.46901 ]
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[ 0.38228302]
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[ 4.28090903]
[-1.90536084]]
[[ -1.81153961e-02 -3.03161819e-01 2.68509310e-01 ..., -2.31383747e-01
-3.38983995e-01 2.74655980e-01]
[ 5.86576494e-02 1.47133472e-01 2.66311999e-03 ..., -2.21777136e-01
1.59269733e+00 1.14559812e-01]
[ -6.14412675e-02 2.57585250e-01 4.69330227e-01 ..., 2.34236784e-01
-3.05440625e-01 9.67910101e-01]
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[ -1.84353393e-01 -2.38973633e-01 -3.79181274e-01 ..., 9.02391365e-02
-6.00746888e-01 -3.18873666e-01]
[ -2.75264948e-01 -1.82417426e-01 -1.81670946e-01 ..., -1.17807196e-01
-1.62068345e-01 -3.40655883e-01]
[ 3.92173262e-02 8.53597105e-02 -4.25392983e-02 ..., 5.38540047e-02
2.89505001e+00 -6.57282178e-02]]
Progress: 78.5% ... Training loss: 0.065 ... Validation loss: 0.140[[-0.1583356 ]
[-0.94262678]
[-1.18774613]
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[-0.05142072]
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[-0.04640586]
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[ 4.47173279]
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[ 0.3886333 ]
[-0.30313209]
[ 4.29457516]
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[[ -1.84425578e-02 -3.04932200e-01 2.66462618e-01 ..., -2.31949921e-01
-3.34948741e-01 2.72008707e-01]
[ 5.86212980e-02 1.46924724e-01 2.40533313e-03 ..., -2.21844856e-01
1.59300686e+00 1.14363456e-01]
[ -6.16798762e-02 2.56223922e-01 4.67606937e-01 ..., 2.33801306e-01
-3.01069925e-01 9.64100631e-01]
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[ -1.84412927e-01 -2.39306816e-01 -3.79447542e-01 ..., 9.01401411e-02
-6.00002857e-01 -3.19653033e-01]
[ -2.75410285e-01 -1.83244043e-01 -1.82487497e-01 ..., -1.18052832e-01
-1.61022933e-01 -3.41802005e-01]
[ 3.91455826e-02 8.49638130e-02 -4.30855664e-02 ..., 5.37148937e-02
2.89517393e+00 -6.60527044e-02]]
Progress: 78.5% ... Training loss: 0.066 ... Validation loss: 0.146[[-0.16450866]
[-0.94828738]
[-1.19128935]
[-0.77080232]
[-0.0562618 ]
[ 2.60926443]
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[ 1.01348018]
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[ 0.14484036]
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[ 0.87437008]
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[ 0.14043856]
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[ 4.47220989]
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[ 0.38404634]
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[ 4.28571157]
[-1.90481576]]
[[ -1.84585644e-02 -3.05102364e-01 2.66215464e-01 ..., -2.31965325e-01
-3.36885803e-01 2.71549954e-01]
[ 5.85513280e-02 1.46512359e-01 1.90751816e-03 ..., -2.21972019e-01
1.59303197e+00 1.13776863e-01]
[ -6.12493528e-02 2.58689540e-01 4.70487959e-01 ..., 2.34630746e-01
-3.08175118e-01 9.69622009e-01]
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[ -1.84283190e-01 -2.38586406e-01 -3.78699743e-01 ..., 9.03825872e-02
-6.02732887e-01 -3.18466908e-01]
[ -2.75482806e-01 -1.83643348e-01 -1.82765130e-01 ..., -1.18144191e-01
-1.60988678e-01 -3.42135641e-01]
[ 3.93285834e-02 8.60299402e-02 -4.21569600e-02 ..., 5.40635757e-02
2.89484716e+00 -6.45332130e-02]]
Progress: 78.5% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.1593003 ]
[-0.94350153]
[-1.18561107]
[-0.76705246]
[-0.05306531]
[ 2.61166098]
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[-1.08797498]
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[ 1.01782095]
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[ 0.14932702]
[-0.10156328]
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[ 0.87974012]
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[ 0.14430336]
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[ 4.47335821]
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[ 0.38720462]
[-0.30551636]
[ 4.29478687]
[-1.90290384]]
[[ -1.86038371e-02 -3.05928107e-01 2.65432381e-01 ..., -2.32220814e-01
-3.36374737e-01 2.70762120e-01]
[ 5.85694892e-02 1.46612044e-01 2.01754204e-03 ..., -2.21939446e-01
1.59294889e+00 1.13904336e-01]
[ -6.14121844e-02 2.57757087e-01 4.69443881e-01 ..., 2.34311500e-01
-3.05522139e-01 9.67712039e-01]
...,
[ -1.84342202e-01 -2.38906941e-01 -3.78999392e-01 ..., 9.02759331e-02
-6.02084534e-01 -3.19023862e-01]
[ -2.75469346e-01 -1.83551916e-01 -1.82602622e-01 ..., -1.18110338e-01
-1.61464779e-01 -3.41650164e-01]
[ 3.93276524e-02 8.59966374e-02 -4.22149115e-02 ..., 5.40658823e-02
2.89484031e+00 -6.42583905e-02]]
Progress: 78.5% ... Training loss: 0.063 ... Validation loss: 0.144[[-0.16449643]
[-0.94852806]
[-1.1900778 ]
[-0.77164192]
[-0.05876884]
[ 2.60950504]
[-0.05338841]
[-1.09271616]
[-0.52684472]
[ 1.01400425]
[-0.09333571]
[ 0.14364207]
[-0.10719686]
[-0.99432038]
[-0.29485029]
[ 0.87284536]
[-0.83511983]
[-0.79203082]
[-0.61569185]
[ 0.13929601]
[-0.35023512]
[ 4.47262341]
[-0.95053252]
[-1.64644358]
[ 0.3826739 ]
[-0.31034692]
[ 4.28619917]
[-1.90410405]]
[[ -1.84006919e-02 -3.04875893e-01 2.66382036e-01 ..., -2.31843361e-01
-3.40536249e-01 2.71809489e-01]
[ 5.85839547e-02 1.46669796e-01 2.20195342e-03 ..., -2.21910275e-01
1.59274033e+00 1.14086591e-01]
[ -6.13808028e-02 2.57946703e-01 4.69916542e-01 ..., 2.34352722e-01
-3.09100681e-01 9.68162740e-01]
...,
[ -1.84276215e-01 -2.38537528e-01 -3.79047796e-01 ..., 9.04096876e-02
-6.03082967e-01 -3.18708696e-01]
[ -2.75378016e-01 -1.83123975e-01 -1.82229487e-01 ..., -1.17953263e-01
-1.63576017e-01 -3.41485432e-01]
[ 3.93998345e-02 8.64709245e-02 -4.17206462e-02 ..., 5.42082213e-02
2.89467951e+00 -6.39194498e-02]]
Progress: 78.5% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.15866781]
[-0.94396458]
[-1.18493772]
[-0.76765431]
[-0.05414028]
[ 2.61288684]
[-0.04787242]
[-1.08997934]
[-0.52019578]
[ 1.01814962]
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[ 0.14895588]
[-0.10171638]
[-0.98924653]
[-0.28906962]
[ 0.87914115]
[-0.82957387]
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[ 0.14391831]
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[ 4.47358462]
[-0.94700886]
[-1.64234454]
[ 0.38810072]
[-0.3057214 ]
[ 4.29459213]
[-1.90054347]]
[[ -1.86366005e-02 -3.06144012e-01 2.64815272e-01 ..., -2.32270139e-01
-3.35417097e-01 2.69236370e-01]
[ 5.84997365e-02 1.46195011e-01 1.59764113e-03 ..., -2.22063581e-01
1.59436625e+00 1.13372361e-01]
[ -6.16911040e-02 2.56080219e-01 4.67771169e-01 ..., 2.33795080e-01
-3.04023428e-01 9.64274035e-01]
...,
[ -1.84359459e-01 -2.38956535e-01 -3.79574149e-01 ..., 9.02691112e-02
-6.01113529e-01 -3.19295594e-01]
[ -2.75630025e-01 -1.84560111e-01 -1.83878541e-01 ..., -1.18406436e-01
-1.60060561e-01 -3.43769875e-01]
[ 3.93754342e-02 8.63127124e-02 -4.18943458e-02 ..., 5.41575000e-02
2.89468986e+00 -6.41382078e-02]]
Progress: 78.5% ... Training loss: 0.065 ... Validation loss: 0.144[[-0.16222748]
[-0.94680934]
[-1.18605033]
[-0.77174314]
[-0.05752478]
[ 2.61023871]
[-0.05145763]
[-1.09305697]
[-0.52316619]
[ 1.01670656]
[-0.09195625]
[ 0.14567033]
[-0.10499414]
[-0.99238476]
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[ 0.87569 ]
[-0.83276062]
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[ 0.14102247]
[-0.3480779 ]
[ 4.47306401]
[-0.9504819 ]
[-1.64480299]
[ 0.38515811]
[-0.30870666]
[ 4.28975266]
[-1.90250463]]
[[ -1.84937183e-02 -3.05433747e-01 2.65403702e-01 ..., -2.32025677e-01
-3.38077476e-01 2.70631617e-01]
[ 5.85060295e-02 1.46232643e-01 1.64838701e-03 ..., -2.22050717e-01
1.59433138e+00 1.13444547e-01]
[ -6.16257130e-02 2.56392151e-01 4.68619544e-01 ..., 2.33924106e-01
-3.08605902e-01 9.66020716e-01]
...,
[ -1.84287824e-01 -2.38599402e-01 -3.79115145e-01 ..., 9.04051611e-02
-6.02752334e-01 -3.18610360e-01]
[ -2.75633740e-01 -1.84613663e-01 -1.83926646e-01 ..., -1.18418159e-01
-1.59984860e-01 -3.43534450e-01]
[ 3.93547440e-02 8.61942199e-02 -4.21081352e-02 ..., 5.41135289e-02
2.89470040e+00 -6.44730134e-02]]
Progress: 78.5% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16006773]
[-0.94455213]
[-1.18465054]
[-0.76918382]
[-0.05649271]
[ 2.61273857]
[-0.04949056]
[-1.09297995]
[-0.52097366]
[ 1.01727149]
[-0.09067479]
[ 0.14731579]
[-0.10292138]
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[-0.29010722]
[ 0.87717373]
[-0.83070573]
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[-0.61077455]
[ 0.14300927]
[-0.34627921]
[ 4.47357897]
[-0.94834333]
[-1.64432006]
[ 0.38675283]
[-0.30673877]
[ 4.29347525]
[-1.90104601]]
[[ -1.85978055e-02 -3.06050294e-01 2.64862014e-01 ..., -2.32225987e-01
-3.37040847e-01 2.69208346e-01]
[ 5.85374735e-02 1.46413674e-01 1.83318343e-03 ..., -2.21992297e-01
1.59412521e+00 1.13772397e-01]
[ -6.18441128e-02 2.55280858e-01 4.67029854e-01 ..., 2.33531775e-01
-3.06255342e-01 9.63900916e-01]
...,
[ -1.84325826e-01 -2.38816689e-01 -3.79268245e-01 ..., 9.03375403e-02
-6.02073023e-01 -3.18903583e-01]
[ -2.75637736e-01 -1.84645622e-01 -1.83993779e-01 ..., -1.18422840e-01
-1.59080127e-01 -3.43829673e-01]
[ 3.94274584e-02 8.66366524e-02 -4.15302536e-02 ..., 5.42534480e-02
2.89464845e+00 -6.40066972e-02]]
Progress: 78.5% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16553781]
[-0.94792146]
[-1.18880385]
[-0.77228285]
[-0.05941279]
[ 2.60979461]
[-0.05339252]
[-1.09572213]
[-0.52517127]
[ 1.01352153]
[-0.09443481]
[ 0.14293314]
[-0.1074091 ]
[-0.99462449]
[-0.29403216]
[ 0.87161786]
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[ 0.13918172]
[-0.35076308]
[ 4.47224573]
[-0.95295647]
[-1.64859316]
[ 0.38284146]
[-0.31027548]
[ 4.28631426]
[-1.90353808]]
[[ -1.83388989e-02 -3.04632177e-01 2.66284708e-01 ..., -2.31755320e-01
-3.40342183e-01 2.71184926e-01]
[ 5.84884627e-02 1.46137706e-01 1.60804536e-03 ..., -2.22089553e-01
1.59411780e+00 1.13511248e-01]
[ -6.17370084e-02 2.55990659e-01 4.68075828e-01 ..., 2.33754190e-01
-3.08882799e-01 9.65986809e-01]
...,
[ -1.84180048e-01 -2.38006419e-01 -3.78447831e-01 ..., 9.06108753e-02
-6.04631555e-01 -3.17744303e-01]
[ -2.75653984e-01 -1.84773492e-01 -1.84127567e-01 ..., -1.18461632e-01
-1.59307961e-01 -3.43796036e-01]
[ 3.94673246e-02 8.68688030e-02 -4.12736698e-02 ..., 5.43336924e-02
2.89459810e+00 -6.37497716e-02]]
Progress: 78.5% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16279739]
[-0.9466781 ]
[-1.18935348]
[-0.76931575]
[-0.05751134]
[ 2.61034016]
[-0.05134233]
[-1.09197193]
[-0.52453606]
[ 1.01404989]
[-0.0922625 ]
[ 0.14497607]
[-0.10487936]
[-0.99379477]
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[ 0.87347392]
[-0.83343539]
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[ 0.1414229 ]
[-0.34838266]
[ 4.47228585]
[-0.94960424]
[-1.64511261]
[ 0.38392599]
[-0.30849685]
[ 4.29034861]
[-1.90391253]]
[[ -1.84514743e-02 -3.05200586e-01 2.65466012e-01 ..., -2.31971121e-01
-3.39563554e-01 2.71239939e-01]
[ 5.84430678e-02 1.45918061e-01 1.49103385e-03 ..., -2.22165434e-01
1.59451052e+00 1.13348473e-01]
[ -6.14325376e-02 2.57601030e-01 4.69307317e-01 ..., 2.34291079e-01
-3.11376014e-01 9.67587677e-01]
...,
[ -1.84247587e-01 -2.38381087e-01 -3.78799334e-01 ..., 9.04885151e-02
-6.03683445e-01 -3.18315654e-01]
[ -2.75499520e-01 -1.83894580e-01 -1.83294573e-01 ..., -1.18196672e-01
-1.60159959e-01 -3.42380871e-01]
[ 3.94557447e-02 8.68315228e-02 -4.14769493e-02 ..., 5.43066639e-02
2.89466441e+00 -6.36820378e-02]]
Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16266818]
[-0.94586651]
[-1.18821178]
[-0.76913181]
[-0.05750299]
[ 2.6093342 ]
[-0.05161158]
[-1.09193598]
[-0.52410708]
[ 1.01449942]
[-0.09110684]
[ 0.14505151]
[-0.10525125]
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[ 0.87351935]
[-0.83226414]
[-0.79054137]
[-0.61308778]
[ 0.14164262]
[-0.34853673]
[ 4.47235188]
[-0.95052618]
[-1.64459312]
[ 0.38340701]
[-0.30779907]
[ 4.29206311]
[-1.9037937 ]]
[[ -1.83678502e-02 -3.04760031e-01 2.65875253e-01 ..., -2.31833025e-01
-3.42524992e-01 2.72366988e-01]
[ 5.84333670e-02 1.45860555e-01 1.51291701e-03 ..., -2.22184177e-01
1.59452732e+00 1.13347681e-01]
[ -6.14379879e-02 2.57549945e-01 4.69192871e-01 ..., 2.34274701e-01
-3.13199290e-01 9.67193772e-01]
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[ -1.84283365e-01 -2.38549225e-01 -3.79019655e-01 ..., 9.04239103e-02
-6.02928931e-01 -3.18471723e-01]
[ -2.75489279e-01 -1.83848844e-01 -1.83226778e-01 ..., -1.18182702e-01
-1.60511946e-01 -3.42265428e-01]
[ 3.93760785e-02 8.63891738e-02 -4.20102064e-02 ..., 5.41528141e-02
2.89475494e+00 -6.43638278e-02]]
Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16535018]
[-0.94883249]
[-1.19020921]
[-0.77181699]
[-0.05939455]
[ 2.60862387]
[-0.0536742 ]
[-1.09432368]
[-0.52612406]
[ 1.0132984 ]
[-0.09321477]
[ 0.14262526]
[-0.10721048]
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[ 0.87022592]
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[ 0.13974281]
[-0.35115707]
[ 4.47240969]
[-0.95086901]
[-1.64772144]
[ 0.38154551]
[-0.3101832 ]
[ 4.28631994]
[-1.90450259]]
[[ -1.82206855e-02 -3.03917066e-01 2.66937642e-01 ..., -2.31558382e-01
-3.41772042e-01 2.73544859e-01]
[ 5.85041844e-02 1.46269762e-01 1.74003027e-03 ..., -2.22053602e-01
1.59438494e+00 1.13868802e-01]
[ -6.14212071e-02 2.57589586e-01 4.69389162e-01 ..., 2.34276205e-01
-3.11183677e-01 9.66912949e-01]
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[ -1.84291021e-01 -2.38588265e-01 -3.79171767e-01 ..., 9.04235292e-02
-6.01531972e-01 -3.18768639e-01]
[ -2.75550784e-01 -1.84193535e-01 -1.83475507e-01 ..., -1.18277553e-01
-1.58893609e-01 -3.42956781e-01]
[ 3.93649571e-02 8.63410450e-02 -4.22396858e-02 ..., 5.41350280e-02
2.89480506e+00 -6.44444538e-02]]
Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16170888]
[-0.94554803]
[-1.18717336]
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[-0.05662832]
[ 2.61226619]
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[ 1.01503378]
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[-0.10416878]
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[ 0.87374386]
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[ 0.14307749]
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[ 4.47228666]
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[ 0.38503526]
[-0.30624389]
[ 4.29263234]
[-1.90207956]]
[[ -1.83577005e-02 -3.04699253e-01 2.66324163e-01 ..., -2.31826386e-01
-3.40667829e-01 2.71858982e-01]
[ 5.84954024e-02 1.46203676e-01 1.67181728e-03 ..., -2.22074998e-01
1.59511026e+00 1.13735860e-01]
[ -6.17053018e-02 2.55956629e-01 4.67591330e-01 ..., 2.33744337e-01
-3.07638834e-01 9.63672449e-01]
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[ -1.84314538e-01 -2.38710735e-01 -3.79395588e-01 ..., 9.03796969e-02
-6.00781278e-01 -3.18920001e-01]
[ -2.75583861e-01 -1.84358601e-01 -1.83589618e-01 ..., -1.18337057e-01
-1.58607798e-01 -3.43148263e-01]
[ 3.93397235e-02 8.62253395e-02 -4.25186085e-02 ..., 5.40887388e-02
2.89497294e+00 -6.49587283e-02]]
Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16156864]
[-0.94622539]
[-1.18730412]
[-0.76872688]
[-0.05771904]
[ 2.61437486]
[-0.05002365]
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[ 1.01436937]
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[ 0.14516597]
[-0.10370012]
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[ 0.87317502]
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[ 0.14262016]
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[ 4.47261945]
[-0.94631895]
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[ 0.38541655]
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[ 4.29321779]
[-1.90111387]]
[[ -1.84632110e-02 -3.05244704e-01 2.65919608e-01 ..., -2.32009888e-01
-3.39405682e-01 2.71247476e-01]
[ 5.84873989e-02 1.46157238e-01 1.65583728e-03 ..., -2.22090062e-01
1.59516355e+00 1.13692682e-01]
[ -6.17417601e-02 2.55673035e-01 4.67585606e-01 ..., 2.33655600e-01
-3.06599571e-01 9.62633655e-01]
...,
[ -1.84396433e-01 -2.39155737e-01 -3.79827479e-01 ..., 9.02362913e-02
-5.99447489e-01 -3.19426502e-01]
[ -2.75606049e-01 -1.84504049e-01 -1.83802912e-01 ..., -1.18369811e-01
-1.57699709e-01 -3.43789214e-01]
[ 3.93357094e-02 8.62233050e-02 -4.23473872e-02 ..., 5.40775310e-02
2.89514648e+00 -6.49215205e-02]]
Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16548582]
[-0.94919336]
[-1.19045642]
[-0.77192297]
[-0.06080598]
[ 2.61190462]
[-0.05368268]
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[ 1.01197499]
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[ 0.14185591]
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[ 0.86925294]
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[ 0.13939497]
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[ 4.47136058]
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[ 0.38234009]
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[ 4.28775852]
[-1.90349661]]
[[ -1.82689413e-02 -3.04110883e-01 2.67052701e-01 ..., -2.31648228e-01
-3.42706012e-01 2.73345536e-01]
[ 5.85189347e-02 1.46339543e-01 1.81397813e-03 ..., -2.22033747e-01
1.59500433e+00 1.13934109e-01]
[ -6.15922950e-02 2.56524885e-01 4.68755289e-01 ..., 2.33942707e-01
-3.10072817e-01 9.65129207e-01]
...,
[ -1.84348077e-01 -2.38879316e-01 -3.79607122e-01 ..., 9.03295191e-02
-5.99965561e-01 -3.19004355e-01]
[ -2.75497378e-01 -1.83917262e-01 -1.83100997e-01 ..., -1.18183050e-01
-1.59287320e-01 -3.43116539e-01]
[ 3.92889286e-02 8.59673184e-02 -4.26868604e-02 ..., 5.39921544e-02
2.89521634e+00 -6.53764860e-02]]
Progress: 78.6% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16227057]
[-0.94620483]
[-1.18767373]
[-0.76876656]
[-0.05755433]
[ 2.61265368]
[-0.05080416]
[-1.09322689]
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[ 1.01490775]
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[ 0.14461999]
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[ 0.87273888]
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[ 0.14216685]
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[ 4.47187954]
[-0.94708668]
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[ 0.38451728]
[-0.30669005]
[ 4.29243442]
[-1.90203359]]
[[ -1.82774013e-02 -3.04121439e-01 2.66986542e-01 ..., -2.31673282e-01
-3.41629054e-01 2.73178761e-01]
[ 5.84939161e-02 1.46208082e-01 1.57459380e-03 ..., -2.22078278e-01
1.59522645e+00 1.13656361e-01]
[ -6.15957694e-02 2.56504486e-01 4.68083258e-01 ..., 2.33939875e-01
-3.08958928e-01 9.63917561e-01]
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[ -1.84371971e-01 -2.39016590e-01 -3.79649166e-01 ..., 9.02835328e-02
-5.99911646e-01 -3.19036049e-01]
[ -2.75558362e-01 -1.84252610e-01 -1.83422554e-01 ..., -1.18294417e-01
-1.58035616e-01 -3.43827202e-01]
[ 3.93126639e-02 8.61302485e-02 -4.26734278e-02 ..., 5.40209494e-02
2.89518857e+00 -6.51408997e-02]]
Progress: 78.6% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.1641127 ]
[-0.94635393]
[-1.18768802]
[-0.76995085]
[-0.05868138]
[ 2.61260116]
[-0.05194448]
[-1.09533341]
[-0.52387295]
[ 1.01450586]
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[ 0.14275599]
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[ 0.87045707]
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[ 0.14093209]
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[ 4.47161066]
[-0.94854214]
[-1.64838576]
[ 0.38344477]
[-0.3072737 ]
[ 4.29034032]
[-1.90224249]]
[[ -1.81751561e-02 -3.03537045e-01 2.67499537e-01 ..., -2.31496771e-01
-3.42755332e-01 2.74239422e-01]
[ 5.84867930e-02 1.46171096e-01 1.53446938e-03 ..., -2.22092075e-01
1.59532974e+00 1.13570183e-01]
[ -6.17751955e-02 2.55469386e-01 4.66875244e-01 ..., 2.33610695e-01
-3.08439819e-01 9.62921086e-01]
...,
[ -1.84371678e-01 -2.39021397e-01 -3.79671292e-01 ..., 9.02892498e-02
-6.00212061e-01 -3.19029453e-01]
[ -2.75577246e-01 -1.84330786e-01 -1.83612964e-01 ..., -1.18341088e-01
-1.58617165e-01 -3.43779281e-01]
[ 3.93577562e-02 8.63796087e-02 -4.23595545e-02 ..., 5.41001656e-02
2.89506504e+00 -6.50047298e-02]]
Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16221256]
[-0.94460886]
[-1.18749695]
[-0.76795655]
[-0.05606028]
[ 2.61367192]
[-0.04953033]
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[ 4.47298182]
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[ 0.38507105]
[-0.30558455]
[ 4.29307872]
[-1.90104548]]
[[ -1.82328396e-02 -3.03858877e-01 2.67211514e-01 ..., -2.31606181e-01
-3.40933806e-01 2.73877602e-01]
[ 5.83802688e-02 1.45559830e-01 9.03921031e-04 ..., -2.22283212e-01
1.59669113e+00 1.12458324e-01]
[ -6.18250018e-02 2.55150402e-01 4.66318089e-01 ..., 2.33525563e-01
-3.07814035e-01 9.61372475e-01]
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[ -1.84389241e-01 -2.39116058e-01 -3.79834930e-01 ..., 9.02560434e-02
-5.99809303e-01 -3.19363833e-01]
[ -2.75601766e-01 -1.84474005e-01 -1.83700767e-01 ..., -1.18376020e-01
-1.58517461e-01 -3.44252399e-01]
[ 3.93890446e-02 8.65443527e-02 -4.21851887e-02 ..., 5.41470821e-02
2.89497037e+00 -6.49079807e-02]]
Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16605473]
[-0.94806715]
[-1.19028853]
[-0.77122149]
[-0.05890315]
[ 2.60965042]
[-0.05290587]
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[ 1.01446602]
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[ 0.13924988]
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[ 4.47341638]
[-0.94914504]
[-1.64943535]
[ 0.381557 ]
[-0.30886055]
[ 4.28642991]
[-1.90390235]]
[[ -1.80075659e-02 -3.02532182e-01 2.68554210e-01 ..., -2.31169580e-01
-3.42252091e-01 2.75992952e-01]
[ 5.84796056e-02 1.46142241e-01 1.51483608e-03 ..., -2.22099387e-01
1.59549279e+00 1.13534733e-01]
[ -6.15065870e-02 2.57088170e-01 4.68468958e-01 ..., 2.34148621e-01
-3.10382043e-01 9.64806876e-01]
...,
[ -1.84381579e-01 -2.39053490e-01 -3.79773868e-01 ..., 9.02766926e-02
-5.99673181e-01 -3.19500984e-01]
[ -2.75572659e-01 -1.84320464e-01 -1.83520264e-01 ..., -1.18318044e-01
-1.59295102e-01 -3.43936368e-01]
[ 3.94262732e-02 8.67466170e-02 -4.17696082e-02 ..., 5.42142325e-02
2.89478166e+00 -6.46996290e-02]]
Progress: 78.6% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16095947]
[-0.94376358]
[-1.18708204]
[-0.76605551]
[-0.05388059]
[ 2.61135442]
[-0.04850726]
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[ 1.01810676]
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[ 0.14594205]
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[ 4.47412685]
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[ 0.38489983]
[-0.30409054]
[ 4.29416631]
[-1.90266621]]
[[ -1.80968195e-02 -3.03005418e-01 2.68131349e-01 ..., -2.31367691e-01
-3.40391829e-01 2.76107875e-01]
[ 5.85386852e-02 1.46479361e-01 1.89338938e-03 ..., -2.22002131e-01
1.59532769e+00 1.14233726e-01]
[ -6.14386682e-02 2.57400202e-01 4.68537925e-01 ..., 2.34245512e-01
-3.10603940e-01 9.64334673e-01]
...,
[ -1.84526936e-01 -2.39856143e-01 -3.80734982e-01 ..., 9.00137292e-02
-5.97686818e-01 -3.20532975e-01]
[ -2.75674739e-01 -1.84902567e-01 -1.83998470e-01 ..., -1.18524768e-01
-1.58766302e-01 -3.44310466e-01]
[ 3.94297903e-02 8.67675391e-02 -4.19182329e-02 ..., 5.42235283e-02
2.89472830e+00 -6.46592884e-02]]
Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16346959]
[-0.94575102]
[-1.18980337]
[-0.76946853]
[-0.05667528]
[ 2.61213231]
[-0.04986175]
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[ 1.01608812]
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[ 0.14105364]
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[ 4.47271494]
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[ 0.38381542]
[-0.30638661]
[ 4.29041932]
[-1.90346088]]
[[ -1.80074711e-02 -3.02468566e-01 2.68552671e-01 ..., -2.31206469e-01
-3.42367204e-01 2.76664456e-01]
[ 5.84835985e-02 1.46170677e-01 1.53956787e-03 ..., -2.22103014e-01
1.59630481e+00 1.13727504e-01]
[ -6.15791983e-02 2.56539699e-01 4.68281924e-01 ..., 2.33987780e-01
-3.11400809e-01 9.64386735e-01]
...,
[ -1.84431028e-01 -2.39292210e-01 -3.80178197e-01 ..., 9.01967849e-02
-5.98353662e-01 -3.19873054e-01]
[ -2.75592826e-01 -1.84418752e-01 -1.83563792e-01 ..., -1.18369948e-01
-1.60107669e-01 -3.43593025e-01]
[ 3.93187310e-02 8.61144030e-02 -4.24924897e-02 ..., 5.40289257e-02
2.89504969e+00 -6.61177385e-02]]
Progress: 78.6% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16080512]
[-0.94378866]
[-1.18903806]
[-0.76719449]
[-0.05513304]
[ 2.61366916]
[-0.04754463]
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[ 1.01678416]
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[ 0.14275525]
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[ 4.47333278]
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[ 0.38547528]
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[ 4.29451791]
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[[ -1.80753746e-02 -3.02823515e-01 2.68169814e-01 ..., -2.31322712e-01
-3.42451825e-01 2.76111961e-01]
[ 5.84693272e-02 1.46093433e-01 1.51245321e-03 ..., -2.22128409e-01
1.59637566e+00 1.13680616e-01]
[ -6.16678119e-02 2.56124480e-01 4.67597953e-01 ..., 2.33839399e-01
-3.11232145e-01 9.63497700e-01]
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[ -1.84481536e-01 -2.39597115e-01 -3.80526620e-01 ..., 9.01029949e-02
-5.97629758e-01 -3.20465916e-01]
[ -2.75601839e-01 -1.84478106e-01 -1.83696328e-01 ..., -1.18388151e-01
-1.59653560e-01 -3.43795361e-01]
[ 3.92667120e-02 8.57832950e-02 -4.29230851e-02 ..., 5.39237021e-02
2.89531075e+00 -6.68565044e-02]]
Progress: 78.6% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16100593]
[-0.94284152]
[-1.18728166]
[-0.76763202]
[-0.05520081]
[ 2.61435848]
[-0.04718024]
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[ 0.14330348]
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[ 4.29481696]
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[[ -1.80929775e-02 -3.02884290e-01 2.68081851e-01 ..., -2.31339566e-01
-3.40980125e-01 2.75961050e-01]
[ 5.84725525e-02 1.46111912e-01 1.52327631e-03 ..., -2.22122182e-01
1.59637359e+00 1.13695651e-01]
[ -6.19024484e-02 2.54796729e-01 4.65999902e-01 ..., 2.33404815e-01
-3.07774040e-01 9.61760302e-01]
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[ -1.84421620e-01 -2.39242960e-01 -3.80195459e-01 ..., 9.02195568e-02
-5.98093098e-01 -3.20354620e-01]
[ -2.75635217e-01 -1.84657771e-01 -1.83981699e-01 ..., -1.18447640e-01
-1.58754611e-01 -3.44131709e-01]
[ 3.93250215e-02 8.61256511e-02 -4.24934074e-02 ..., 5.40337091e-02
2.89520505e+00 -6.62536377e-02]]
Progress: 78.6% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16249157]
[-0.9447556 ]
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[-0.76954446]
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[ 2.61245488]
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[ 4.47419418]
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[ 0.38465063]
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[ 4.29249484]
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[[ -1.81861360e-02 -3.03400324e-01 2.67660003e-01 ..., -2.31507676e-01
-3.39502579e-01 2.75285469e-01]
[ 5.84311849e-02 1.45867342e-01 1.22074574e-03 ..., -2.22200018e-01
1.59737120e+00 1.13181557e-01]
[ -6.17247194e-02 2.55741562e-01 4.67526326e-01 ..., 2.33732220e-01
-3.09578631e-01 9.64011176e-01]
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[ -1.84351736e-01 -2.38858657e-01 -3.79834526e-01 ..., 9.03459672e-02
-5.99956592e-01 -3.19844108e-01]
[ -2.75620081e-01 -1.84590033e-01 -1.83880309e-01 ..., -1.18421259e-01
-1.58643175e-01 -3.43985673e-01]
[ 3.93556272e-02 8.62713409e-02 -4.22714468e-02 ..., 5.40869511e-02
2.89509782e+00 -6.56649581e-02]]
Progress: 78.6% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16434111]
[-0.94715374]
[-1.19029543]
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[-0.05962859]
[ 2.61232598]
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[ 0.13990658]
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[ 4.47311143]
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[ 0.38329747]
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[ 4.28951244]
[-1.90440736]]
[[ -1.81323259e-02 -3.03031394e-01 2.68193702e-01 ..., -2.31417134e-01
-3.42203598e-01 2.75855712e-01]
[ 5.84268956e-02 1.45842375e-01 1.29398039e-03 ..., -2.22209757e-01
1.59731875e+00 1.13180101e-01]
[ -6.16262795e-02 2.56340156e-01 4.68465162e-01 ..., 2.33888986e-01
-3.12168446e-01 9.65748557e-01]
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[ -1.84260666e-01 -2.38316910e-01 -3.79522000e-01 ..., 9.05202838e-02
-6.01708163e-01 -3.19185842e-01]
[ -2.75484981e-01 -1.83807974e-01 -1.83197776e-01 ..., -1.18186253e-01
-1.60414552e-01 -3.42709574e-01]
[ 3.93068877e-02 8.59823631e-02 -4.22772525e-02 ..., 5.39964210e-02
2.89522181e+00 -6.62819694e-02]]
Progress: 78.7% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16041177]
[-0.9440808 ]
[-1.18907474]
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[ 2.61411702]
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[ 1.01688214]
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[ 0.38575691]
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[ 4.29503052]
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[[ -1.81733824e-02 -3.03267599e-01 2.67949743e-01 ..., -2.31494542e-01
-3.41673994e-01 2.74869316e-01]
[ 5.83844339e-02 1.45601584e-01 1.12920979e-03 ..., -2.22282568e-01
1.59735187e+00 1.13026825e-01]
[ -6.15696458e-02 2.56698588e-01 4.67896564e-01 ..., 2.33998077e-01
-3.10103250e-01 9.64113714e-01]
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[ -1.84288114e-01 -2.38465373e-01 -3.79535231e-01 ..., 9.04697455e-02
-6.00950930e-01 -3.19291072e-01]
[ -2.75477458e-01 -1.83771893e-01 -1.83243256e-01 ..., -1.18171639e-01
-1.60683346e-01 -3.42572117e-01]
[ 3.93034307e-02 8.59686712e-02 -4.23111079e-02 ..., 5.39977253e-02
2.89518121e+00 -6.61033394e-02]]
Progress: 78.7% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16015934]
[-0.94415286]
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[-0.76722252]
[-0.05519485]
[ 2.61382964]
[-0.04736112]
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[ 0.38578835]
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[ 4.29463487]
[-1.90355725]]
[[ -1.81732791e-02 -3.03256005e-01 2.68241661e-01 ..., -2.31493895e-01
-3.40277276e-01 2.75058312e-01]
[ 5.84189381e-02 1.45791347e-01 1.35405065e-03 ..., -2.22221842e-01
1.59714896e+00 1.13380208e-01]
[ -6.14662694e-02 2.57321062e-01 4.68282091e-01 ..., 2.34186583e-01
-3.11565734e-01 9.65369385e-01]
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[ -1.84294393e-01 -2.38483367e-01 -3.79460081e-01 ..., 9.04604474e-02
-6.00141568e-01 -3.19669128e-01]
[ -2.75500065e-01 -1.83900930e-01 -1.83350631e-01 ..., -1.18217679e-01
-1.59408572e-01 -3.42913928e-01]
[ 3.92877288e-02 8.58642363e-02 -4.23154397e-02 ..., 5.39648276e-02
2.89509324e+00 -6.58574924e-02]]
Progress: 78.7% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.164559 ]
[-0.94812445]
[-1.19243796]
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[ 2.61224247]
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[-0.94743169]
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[ 0.3827809 ]
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[[ -1.81312763e-02 -3.03074635e-01 2.68693428e-01 ..., -2.31431119e-01
-3.41033037e-01 2.75999928e-01]
[ 5.84617378e-02 1.46048196e-01 1.64036046e-03 ..., -2.22140497e-01
1.59667573e+00 1.13877712e-01]
[ -6.13716046e-02 2.57840269e-01 4.69020695e-01 ..., 2.34366253e-01
-3.14721405e-01 9.67631738e-01]
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[ -1.84302481e-01 -2.38564768e-01 -3.79638718e-01 ..., 9.04419616e-02
-5.99474945e-01 -3.19889114e-01]
[ -2.75372052e-01 -1.83198872e-01 -1.82513962e-01 ..., -1.17993859e-01
-1.61971667e-01 -3.41738323e-01]
[ 3.93495534e-02 8.62451645e-02 -4.15770447e-02 ..., 5.40860228e-02
2.89506247e+00 -6.53630526e-02]]
Progress: 78.7% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16231394]
[-0.94632552]
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[ 2.61410305]
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[ 4.29099838]
[-1.90432389]]
[[ -1.83221498e-02 -3.04116721e-01 2.67676185e-01 ..., -2.31776801e-01
-3.39024666e-01 2.74402898e-01]
[ 5.84975354e-02 1.46262695e-01 1.79998641e-03 ..., -2.22084199e-01
1.59650650e+00 1.14109305e-01]
[ -6.14484242e-02 2.57399297e-01 4.68623032e-01 ..., 2.34217064e-01
-3.14125455e-01 9.66135151e-01]
...,
[ -1.84318862e-01 -2.38647545e-01 -3.79797999e-01 ..., 9.04002835e-02
-5.98556786e-01 -3.20062378e-01]
[ -2.75269518e-01 -1.82630699e-01 -1.81871365e-01 ..., -1.17819475e-01
-1.61816322e-01 -3.41247079e-01]
[ 3.91861072e-02 8.53290140e-02 -4.25778059e-02 ..., 5.37804864e-02
2.89560816e+00 -6.70336661e-02]]
Progress: 78.7% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16183701]
[-0.94567186]
[-1.19014344]
[-0.76843518]
[-0.05708613]
[ 2.61515138]
[-0.04867834]
[-1.09253125]
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[ 1.01402172]
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[ 0.14471633]
[-0.10274167]
[-0.99266121]
[-0.29246184]
[ 0.87077534]
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[-0.79222939]
[-0.61676816]
[ 0.14195413]
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[ 4.473244 ]
[-0.9446814 ]
[-1.64727898]
[ 0.3843909 ]
[-0.3052942 ]
[ 4.29262406]
[-1.9038088 ]]
[[ -1.83046878e-02 -3.04013146e-01 2.67500011e-01 ..., -2.31749839e-01
-3.40366616e-01 2.74208558e-01]
[ 5.84651209e-02 1.46080999e-01 1.59777239e-03 ..., -2.22143774e-01
1.59648057e+00 1.13974713e-01]
[ -6.15374417e-02 2.56902263e-01 4.67849697e-01 ..., 2.34062239e-01
-3.12482243e-01 9.64851030e-01]
...,
[ -1.84285597e-01 -2.38473338e-01 -3.79717421e-01 ..., 9.04630083e-02
-5.99513478e-01 -3.19929313e-01]
[ -2.75321950e-01 -1.82925743e-01 -1.82182047e-01 ..., -1.17916272e-01
-1.61448749e-01 -3.41634445e-01]
[ 3.90944778e-02 8.48288263e-02 -4.30266110e-02 ..., 5.36123314e-02
2.89587019e+00 -6.78484452e-02]]
Progress: 78.7% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16435553]
[-0.9473344 ]
[-1.19319173]
[-0.76966396]
[-0.05790361]
[ 2.61443403]
[-0.05091325]
[-1.09333469]
[-0.52911933]
[ 1.01052945]
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[ 0.14300209]
[-0.10355914]
[-0.99359672]
[-0.29492823]
[ 0.86821681]
[-0.83600587]
[-0.79546094]
[-0.61967298]
[ 0.14076989]
[-0.35389264]
[ 4.47377393]
[-0.94506023]
[-1.64904219]
[ 0.38246783]
[-0.30705324]
[ 4.28885104]
[-1.9048145 ]]
[[ -1.85032259e-02 -3.05149948e-01 2.66400316e-01 ..., -2.32106412e-01
-3.39401516e-01 2.72322038e-01]
[ 5.85512151e-02 1.46576369e-01 1.88136359e-03 ..., -2.21969431e-01
1.59648369e+00 1.14388603e-01]
[ -6.14021634e-02 2.57635355e-01 4.68862710e-01 ..., 2.34337130e-01
-3.11593213e-01 9.65711324e-01]
...,
[ -1.84280247e-01 -2.38439018e-01 -3.79949440e-01 ..., 9.04810200e-02
-5.99611224e-01 -3.19934546e-01]
[ -2.75272230e-01 -1.82658403e-01 -1.81640812e-01 ..., -1.17860113e-01
-1.61183958e-01 -3.41620685e-01]
[ 3.89874582e-02 8.41992351e-02 -4.33888653e-02 ..., 5.34041819e-02
2.89591630e+00 -6.86957588e-02]]
Progress: 78.7% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16087736]
[-0.9439501 ]
[-1.18845526]
[-0.76757965]
[-0.05560562]
[ 2.61636007]
[-0.04812214]
[-1.09103851]
[-0.52594453]
[ 1.01275539]
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[ 0.14622852]
[-0.10019939]
[-0.99169835]
[-0.29111311]
[ 0.87277383]
[-0.8319591 ]
[-0.79120292]
[-0.61597286]
[ 0.14382902]
[-0.35041945]
[ 4.47428476]
[-0.94308614]
[-1.64485541]
[ 0.38516513]
[-0.30416928]
[ 4.29535196]
[-1.90312061]]
[[ -1.88051587e-02 -3.06866286e-01 2.64401371e-01 ..., -2.32656737e-01
-3.36795417e-01 2.69689468e-01]
[ 5.85844693e-02 1.46763999e-01 1.95120076e-03 ..., -2.21908031e-01
1.59609357e+00 1.14730191e-01]
[ -6.14886131e-02 2.57148385e-01 4.68106968e-01 ..., 2.34169488e-01
-3.11675019e-01 9.64288422e-01]
...,
[ -1.84197191e-01 -2.37958476e-01 -3.79670414e-01 ..., 9.06277960e-02
-6.00587716e-01 -3.19300708e-01]
[ -2.75356225e-01 -1.83093180e-01 -1.82111435e-01 ..., -1.17988715e-01
-1.60324627e-01 -3.42321349e-01]
[ 3.89117101e-02 8.37616295e-02 -4.38140722e-02 ..., 5.32602959e-02
2.89593171e+00 -6.92480556e-02]]
Progress: 78.7% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16923115]
[-0.95162561]
[-1.19272333]
[-0.77475967]
[-0.06194167]
[ 2.60954454]
[-0.05587245]
[-1.09618359]
[-0.53244599]
[ 1.00929414]
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[ 0.13931006]
[-0.10873069]
[-0.99931891]
[-0.29844438]
[ 0.86530269]
[-0.8394581 ]
[-0.79670733]
[-0.62104648]
[ 0.13673349]
[-0.3573028 ]
[ 4.47237922]
[-0.95157696]
[-1.6507968 ]
[ 0.37819733]
[-0.3105056 ]
[ 4.28256505]
[-1.90790827]]
[[ -1.84118197e-02 -3.04651596e-01 2.66392342e-01 ..., -2.31961193e-01
-3.40653034e-01 2.73072578e-01]
[ 5.85692827e-02 1.46674333e-01 1.89256867e-03 ..., -2.21936779e-01
1.59606333e+00 1.14586092e-01]
[ -6.11669846e-02 2.59130763e-01 4.70059020e-01 ..., 2.34818797e-01
-3.15885955e-01 9.69054486e-01]
...,
[ -1.84175321e-01 -2.37836677e-01 -3.79513297e-01 ..., 9.06712583e-02
-6.01216472e-01 -3.19049195e-01]
[ -2.75293067e-01 -1.82737416e-01 -1.81701410e-01 ..., -1.17877727e-01
-1.61482473e-01 -3.41849170e-01]
[ 3.90432909e-02 8.44671909e-02 -4.32546807e-02 ..., 5.34830805e-02
2.89592306e+00 -6.83951348e-02]]
Progress: 78.7% ... Training loss: 0.069 ... Validation loss: 0.141[[-0.15826804]
[-0.94194387]
[-1.18472966]
[-0.76462822]
[-0.05246763]
[ 2.61463824]
[-0.04627801]
[-1.08803958]
[-0.52219138]
[ 1.01738479]
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[ 0.14891779]
[-0.09794216]
[-0.99152234]
[-0.28860004]
[ 0.87631017]
[-0.82852171]
[-0.78740213]
[-0.61236591]
[ 0.14589162]
[-0.34781783]
[ 4.47452624]
[-0.94190539]
[-1.641496 ]
[ 0.38640255]
[-0.3014391 ]
[ 4.29929228]
[-1.90315987]]
[[ -1.86273739e-02 -3.05763621e-01 2.65347038e-01 ..., -2.32325713e-01
-3.36622542e-01 2.71439478e-01]
[ 5.85688872e-02 1.46672284e-01 1.89232245e-03 ..., -2.21937411e-01
1.59605537e+00 1.14594006e-01]
[ -6.14075789e-02 2.57791515e-01 4.67812992e-01 ..., 2.34366412e-01
-3.05640621e-01 9.64246531e-01]
...,
[ -1.84321614e-01 -2.38602701e-01 -3.80294995e-01 ..., 9.04134409e-02
-5.98574995e-01 -3.20243819e-01]
[ -2.75464199e-01 -1.83664438e-01 -1.82653227e-01 ..., -1.18165873e-01
-1.58371131e-01 -3.43194046e-01]
[ 3.89669015e-02 8.40423938e-02 -4.36529899e-02 ..., 5.33509523e-02
2.89597555e+00 -6.84748953e-02]]
Progress: 78.7% ... Training loss: 0.065 ... Validation loss: 0.143[[-0.16538995]
[-0.94778116]
[-1.18938731]
[-0.77118827]
[-0.05780627]
[ 2.61162264]
[-0.05241665]
[-1.09368357]
[-0.52772199]
[ 1.01423382]
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[ 0.14309412]
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[ 0.86984359]
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[-0.79248257]
[-0.61735773]
[ 0.1404297 ]
[-0.35307078]
[ 4.47307428]
[-0.94819788]
[-1.64828733]
[ 0.38148957]
[-0.30682381]
[ 4.28797118]
[-1.90706572]]
[[ -1.82855048e-02 -3.03781986e-01 2.67093405e-01 ..., -2.31693033e-01
-3.40289529e-01 2.74469650e-01]
[ 5.86216451e-02 1.46969465e-01 2.08508329e-03 ..., -2.21840058e-01
1.59546719e+00 1.15105705e-01]
[ -6.13464676e-02 2.58093555e-01 4.68596231e-01 ..., 2.34451172e-01
-3.07655378e-01 9.66480816e-01]
...,
[ -1.84217279e-01 -2.38000997e-01 -3.79687368e-01 ..., 9.06056010e-02
-5.99857458e-01 -3.19126050e-01]
[ -2.75432972e-01 -1.83500754e-01 -1.82543778e-01 ..., -1.18107229e-01
-1.58161377e-01 -3.42999035e-01]
[ 3.90526008e-02 8.45400736e-02 -4.33852871e-02 ..., 5.35058251e-02
2.89595834e+00 -6.77930584e-02]]
Progress: 78.7% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.1622233 ]
[-0.94501744]
[-1.18643941]
[-0.76888057]
[-0.05581667]
[ 2.61375529]
[-0.04971028]
[-1.09239551]
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[ 1.01624765]
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[ 0.14549775]
[-0.10140862]
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[ 0.87312115]
[-0.8323844 ]
[-0.78991911]
[-0.61434034]
[ 0.14322681]
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[ 4.47435184]
[-0.94614527]
[-1.64618459]
[ 0.38426404]
[-0.30404861]
[ 4.29309941]
[-1.90518135]]
[[ -1.84836346e-02 -3.04903082e-01 2.65980960e-01 ..., -2.32063581e-01
-3.38832392e-01 2.72276464e-01]
[ 5.86362095e-02 1.47051791e-01 2.12161283e-03 ..., -2.21811491e-01
1.59534501e+00 1.15080641e-01]
[ -6.15157661e-02 2.57100294e-01 4.67438776e-01 ..., 2.34097889e-01
-3.06692557e-01 9.64964065e-01]
...,
[ -1.84285502e-01 -2.38352049e-01 -3.80066068e-01 ..., 9.04810714e-02
-5.98888713e-01 -3.19651267e-01]
[ -2.75475205e-01 -1.83771286e-01 -1.82837530e-01 ..., -1.18196370e-01
-1.58468850e-01 -3.43359690e-01]
[ 3.90806275e-02 8.46993264e-02 -4.29338062e-02 ..., 5.35666841e-02
2.89582940e+00 -6.77241315e-02]]
Progress: 78.7% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16442238]
[-0.94712981]
[-1.18877713]
[-0.7702339 ]
[-0.05782395]
[ 2.6123882 ]
[-0.05147218]
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[ 1.0137721 ]
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[ 0.14336551]
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[ 0.8704972 ]
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[ 0.1409023 ]
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[ 4.47355756]
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[ 0.38248264]
[-0.30614098]
[ 4.28969039]
[-1.90674939]]
[[ -1.84085957e-02 -3.04482340e-01 2.66901126e-01 ..., -2.31939624e-01
-3.39573959e-01 2.72781905e-01]
[ 5.86278235e-02 1.47003369e-01 2.08465905e-03 ..., -2.21826009e-01
1.59535609e+00 1.15024669e-01]
[ -6.13304255e-02 2.58116754e-01 4.68506850e-01 ..., 2.34433872e-01
-3.10898730e-01 9.66835920e-01]
...,
[ -1.84211319e-01 -2.37919825e-01 -3.79717350e-01 ..., 9.06176552e-02
-6.00537210e-01 -3.18979653e-01]
[ -2.75447572e-01 -1.83609424e-01 -1.82420092e-01 ..., -1.18158738e-01
-1.57842879e-01 -3.43272355e-01]
[ 3.90847317e-02 8.47171304e-02 -4.28670352e-02 ..., 5.35729959e-02
2.89572697e+00 -6.76228435e-02]]
Progress: 78.7% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16112735]
[-0.94387843]
[-1.18685521]
[-0.76665865]
[-0.05430958]
[ 2.61577284]
[-0.04761999]
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[ 1.01555041]
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[ 0.1465378 ]
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[ 0.8745852 ]
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[ 0.14408272]
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[ 4.47439648]
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[ 0.3858935 ]
[-0.3025504 ]
[ 4.29480611]
[-1.9044813 ]]
[[ -1.85762898e-02 -3.05428606e-01 2.66032674e-01 ..., -2.32263079e-01
-3.37359257e-01 2.71759819e-01]
[ 5.86318125e-02 1.47025947e-01 2.15576130e-03 ..., -2.21819477e-01
1.59531907e+00 1.15180591e-01]
[ -6.14897420e-02 2.57148983e-01 4.67220154e-01 ..., 2.34132421e-01
-3.07925501e-01 9.64415588e-01]
...,
[ -1.84255058e-01 -2.38162560e-01 -3.80160339e-01 ..., 9.05373959e-02
-5.99291387e-01 -3.19338058e-01]
[ -2.75446211e-01 -1.83616224e-01 -1.82491387e-01 ..., -1.18176850e-01
-1.56642790e-01 -3.43594586e-01]
[ 3.90551460e-02 8.45613980e-02 -4.29190677e-02 ..., 5.35180594e-02
2.89583303e+00 -6.83614159e-02]]
Progress: 78.7% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16419402]
[-0.94720048]
[-1.18875269]
[-0.77063907]
[-0.05723138]
[ 2.61274315]
[-0.05089003]
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[ 1.01541614]
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[ 0.14013841]
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[ 4.47396125]
[-0.94852259]
[-1.64782398]
[ 0.38310578]
[-0.30605558]
[ 4.28954264]
[-1.90673706]]
[[ -1.82961055e-02 -3.03817746e-01 2.67552423e-01 ..., -2.31759810e-01
-3.40673523e-01 2.73462357e-01]
[ 5.85627293e-02 1.46626461e-01 1.98746702e-03 ..., -2.21933901e-01
1.59523180e+00 1.14771573e-01]
[ -6.13292614e-02 2.58094233e-01 4.68356056e-01 ..., 2.34392840e-01
-3.10971654e-01 9.66954423e-01]
...,
[ -1.84238882e-01 -2.38069020e-01 -3.80120971e-01 ..., 9.05690078e-02
-5.99712185e-01 -3.19304368e-01]
[ -2.75428352e-01 -1.83523982e-01 -1.82387213e-01 ..., -1.18132714e-01
-1.57953109e-01 -3.43263823e-01]
[ 3.91654517e-02 8.52173310e-02 -4.22601845e-02 ..., 5.37088034e-02
2.89582724e+00 -6.79255443e-02]]
Progress: 78.7% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.16225074]
[-0.94448964]
[-1.18713974]
[-0.76844072]
[-0.05507437]
[ 2.61426793]
[-0.04833808]
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[ 0.14189762]
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[ 4.47449409]
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[ 0.38497068]
[-0.30360023]
[ 4.29313193]
[-1.90572172]]
[[ -1.82508036e-02 -3.03582249e-01 2.67873893e-01 ..., -2.31691195e-01
-3.41049255e-01 2.74035983e-01]
[ 5.84996881e-02 1.46265388e-01 1.59578552e-03 ..., -2.22053928e-01
1.59561073e+00 1.14379009e-01]
[ -6.14844428e-02 2.57150453e-01 4.66919007e-01 ..., 2.34101512e-01
-3.10408829e-01 9.65210486e-01]
...,
[ -1.84301495e-01 -2.38424294e-01 -3.80433076e-01 ..., 9.04531981e-02
-5.98377558e-01 -3.19659924e-01]
[ -2.75470078e-01 -1.83742729e-01 -1.82587157e-01 ..., -1.18208954e-01
-1.57702179e-01 -3.43638963e-01]
[ 3.91786176e-02 8.52837436e-02 -4.21406495e-02 ..., 5.37284749e-02
2.89593004e+00 -6.78279873e-02]]
Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16378502]
[-0.94573478]
[-1.18863711]
[-0.77023886]
[-0.05722473]
[ 2.61425876]
[-0.04950628]
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[ 0.38422779]
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[ 4.29024915]
[-1.90627435]]
[[ -1.81090373e-02 -3.02807321e-01 2.68514220e-01 ..., -2.31434608e-01
-3.41693052e-01 2.74893207e-01]
[ 5.84750608e-02 1.46121110e-01 1.55603354e-03 ..., -2.22088753e-01
1.59564742e+00 1.14220027e-01]
[ -6.16299703e-02 2.56395751e-01 4.66186947e-01 ..., 2.33837081e-01
-3.09017375e-01 9.65159978e-01]
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[ -1.84376650e-01 -2.38837056e-01 -3.80825458e-01 ..., 9.03159906e-02
-5.97072209e-01 -3.20043288e-01]
[ -2.75525012e-01 -1.84091735e-01 -1.82783524e-01 ..., -1.18295047e-01
-1.56685608e-01 -3.44023669e-01]
[ 3.92697127e-02 8.58301358e-02 -4.16809723e-02 ..., 5.38946348e-02
2.89578994e+00 -6.72784240e-02]]
Progress: 78.8% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16169002]
[-0.94505435]
[-1.18782062]
[-0.7680824 ]
[-0.0551823 ]
[ 2.61336355]
[-0.04819966]
[-1.09080787]
[-0.5241009 ]
[ 1.01893924]
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[ 0.14645636]
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[-0.99356552]
[-0.29250414]
[ 0.87460199]
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[-0.79053962]
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[ 0.1421337 ]
[-0.34916141]
[ 4.47452788]
[-0.94505405]
[-1.64653717]
[ 0.38557687]
[-0.30426933]
[ 4.29324231]
[-1.90652102]]
[[ -1.82298709e-02 -3.03461839e-01 2.68179149e-01 ..., -2.31637456e-01
-3.39484838e-01 2.73685544e-01]
[ 5.84389135e-02 1.45957570e-01 1.32996561e-03 ..., -2.22143274e-01
1.59623491e+00 1.14052685e-01]
[ -6.13993811e-02 2.57463957e-01 4.67305074e-01 ..., 2.34230557e-01
-3.09080885e-01 9.67247343e-01]
...,
[ -1.84457035e-01 -2.39295133e-01 -3.81207685e-01 ..., 9.01722681e-02
-5.95766333e-01 -3.20789400e-01]
[ -2.75539488e-01 -1.84165203e-01 -1.82750378e-01 ..., -1.18312315e-01
-1.56306970e-01 -3.43897793e-01]
[ 3.93998804e-02 8.65134911e-02 -4.05458836e-02 ..., 5.41277816e-02
2.89581311e+00 -6.61030780e-02]]
Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16435325]
[-0.94795496]
[-1.1908816 ]
[-0.77032927]
[-0.05756068]
[ 2.61190181]
[-0.05060742]
[-1.09315562]
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[ 1.0173394 ]
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[ 0.14349428]
[-0.10325139]
[-0.99533168]
[-0.29556007]
[ 0.87137407]
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[-0.61740915]
[ 0.13935643]
[-0.35171587]
[ 4.47409707]
[-0.94654803]
[-1.64936308]
[ 0.3833754 ]
[-0.30660276]
[ 4.28828629]
[-1.90817473]]
[[ -1.80754321e-02 -3.02607061e-01 2.68965239e-01 ..., -2.31353028e-01
-3.40231210e-01 2.75426130e-01]
[ 5.84405983e-02 1.45967350e-01 1.33843358e-03 ..., -2.22140480e-01
1.59620371e+00 1.14072011e-01]
[ -6.13519579e-02 2.57761657e-01 4.67720576e-01 ..., 2.34317743e-01
-3.09019512e-01 9.68494657e-01]
...,
[ -1.84395475e-01 -2.38949987e-01 -3.80931230e-01 ..., 9.02910003e-02
-5.96970226e-01 -3.20482342e-01]
[ -2.75511202e-01 -1.83984091e-01 -1.82617301e-01 ..., -1.18255757e-01
-1.56721869e-01 -3.43700275e-01]
[ 3.94388145e-02 8.67343065e-02 -4.03456615e-02 ..., 5.41963760e-02
2.89568011e+00 -6.56595410e-02]]
Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16294673]
[-0.94703731]
[-1.18961505]
[-0.76899061]
[-0.0565912 ]
[ 2.61095362]
[-0.04977695]
[-1.0912557 ]
[-0.5257785 ]
[ 1.01875054]
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[ 0.14455023]
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[-0.99547692]
[-0.29436646]
[ 0.87217567]
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[-0.79123599]
[-0.61631289]
[ 0.13999009]
[-0.35058611]
[ 4.47423506]
[-0.9455122 ]
[-1.64738461]
[ 0.38345008]
[-0.30522935]
[ 4.29081305]
[-1.90817664]]
[[ -1.79891675e-02 -3.02135162e-01 2.69505535e-01 ..., -2.31211965e-01
-3.41373625e-01 2.76361650e-01]
[ 5.84810329e-02 1.46195613e-01 1.60525470e-03 ..., -2.22068432e-01
1.59601740e+00 1.14438462e-01]
[ -6.12446550e-02 2.58332263e-01 4.68300045e-01 ..., 2.34497135e-01
-3.08799296e-01 9.68668140e-01]
...,
[ -1.84431719e-01 -2.39130001e-01 -3.81154230e-01 ..., 9.02199050e-02
-5.96499256e-01 -3.20928738e-01]
[ -2.75508736e-01 -1.83993726e-01 -1.82623521e-01 ..., -1.18253140e-01
-1.56479341e-01 -3.43704163e-01]
[ 3.93513774e-02 8.62351548e-02 -4.09667563e-02 ..., 5.40325725e-02
2.89572061e+00 -6.60196094e-02]]
Progress: 78.8% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.1594485 ]
[-0.94417182]
[-1.18719816]
[-0.76639868]
[-0.05457679]
[ 2.61320319]
[-0.04684477]
[-1.08919148]
[-0.52287165]
[ 1.0196857 ]
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[ 0.14797955]
[-0.098098 ]
[-0.99339995]
[-0.29103133]
[ 0.87594804]
[-0.83057557]
[-0.78846186]
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[ 0.14314425]
[-0.34682872]
[ 4.47461741]
[-0.94321009]
[-1.64414525]
[ 0.38630814]
[-0.30229323]
[ 4.29685511]
[-1.90668716]]
[[ -1.82443722e-02 -3.03598331e-01 2.67947195e-01 ..., -2.31671608e-01
-3.39268411e-01 2.74211850e-01]
[ 5.84295168e-02 1.45905888e-01 1.50361268e-03 ..., -2.22164060e-01
1.59548000e+00 1.14103202e-01]
[ -6.13449976e-02 2.57826408e-01 4.67513873e-01 ..., 2.34307110e-01
-3.08970591e-01 9.68657625e-01]
...,
[ -1.84448093e-01 -2.39230672e-01 -3.81302689e-01 ..., 9.01862923e-02
-5.96102859e-01 -3.20832540e-01]
[ -2.75567929e-01 -1.84344259e-01 -1.82960364e-01 ..., -1.18359609e-01
-1.55902870e-01 -3.44177789e-01]
[ 3.92133677e-02 8.53894511e-02 -4.17194523e-02 ..., 5.37648247e-02
2.89593980e+00 -6.73800155e-02]]
Progress: 78.8% ... Training loss: 0.063 ... Validation loss: 0.143[[-0.16677616]
[-0.95097672]
[-1.19401987]
[-0.77282282]
[-0.06122469]
[ 2.60995275]
[-0.05247048]
[-1.09499184]
[-0.53014625]
[ 1.01461631]
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[ 0.14131103]
[-0.10454166]
[-0.99721191]
[-0.29880027]
[ 0.867572 ]
[-0.83876899]
[-0.79485965]
[-0.62058954]
[ 0.13664367]
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[ 4.47397782]
[-0.94752633]
[-1.65103653]
[ 0.38109065]
[-0.30932088]
[ 4.28481727]
[-1.90935566]]
[[ -1.80603221e-02 -3.02537718e-01 2.68834324e-01 ..., -2.31344302e-01
-3.42124206e-01 2.75560394e-01]
[ 5.84466091e-02 1.46019051e-01 1.58333077e-03 ..., -2.22133005e-01
1.59511449e+00 1.14176414e-01]
[ -6.11727800e-02 2.58901865e-01 4.68503164e-01 ..., 2.34642535e-01
-3.10100962e-01 9.71294766e-01]
...,
[ -1.84421545e-01 -2.39091859e-01 -3.81202886e-01 ..., 9.02311840e-02
-5.97198280e-01 -3.20628810e-01]
[ -2.75437466e-01 -1.83584541e-01 -1.82089978e-01 ..., -1.18118928e-01
-1.57343272e-01 -3.43294702e-01]
[ 3.93574636e-02 8.62318954e-02 -4.09089814e-02 ..., 5.40339288e-02
2.89580086e+00 -6.63241686e-02]]
Progress: 78.8% ... Training loss: 0.065 ... Validation loss: 0.139[[-0.16222109]
[-0.94692793]
[-1.19111852]
[-0.76833629]
[-0.05680518]
[ 2.61298635]
[-0.04781872]
[-1.09098414]
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[ 1.01746502]
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[ 0.1458156 ]
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[ 0.87297466]
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[ 0.14097601]
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[ 4.47555727]
[-0.9428476 ]
[-1.64661013]
[ 0.38476124]
[-0.30505818]
[ 4.29079354]
[-1.90732128]]
[[ -1.83690110e-02 -3.04262017e-01 2.67036324e-01 ..., -2.31914613e-01
-3.36740941e-01 2.73518977e-01]
[ 5.84285007e-02 1.45918556e-01 1.54855958e-03 ..., -2.22166100e-01
1.59516698e+00 1.14081960e-01]
[ -6.12603181e-02 2.58361705e-01 4.67299383e-01 ..., 2.34471189e-01
-3.03879931e-01 9.69545010e-01]
...,
[ -1.84519554e-01 -2.39644307e-01 -3.81862564e-01 ..., 9.00521945e-02
-5.95033806e-01 -3.21611233e-01]
[ -2.75592311e-01 -1.84456443e-01 -1.82823235e-01 ..., -1.18401355e-01
-1.54954115e-01 -3.44466414e-01]
[ 3.94264178e-02 8.66084289e-02 -4.05360135e-02 ..., 5.41662363e-02
2.89569890e+00 -6.59257332e-02]]
Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16504598]
[-0.94968827]
[-1.19327641]
[-0.77025939]
[-0.05853596]
[ 2.61164676]
[-0.05011238]
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[ 1.01612325]
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[ 0.14293474]
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[ 0.13821383]
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[ 4.47439083]
[-0.9445419 ]
[-1.64999227]
[ 0.38253552]
[-0.30701619]
[ 4.28565319]
[-1.90852259]]
[[ -1.81162834e-02 -3.02815572e-01 2.68644345e-01 ..., -2.31454606e-01
-3.37440658e-01 2.75549660e-01]
[ 5.84570910e-02 1.46091771e-01 1.67771289e-03 ..., -2.22109084e-01
1.59437392e+00 1.14526923e-01]
[ -6.12583523e-02 2.58410225e-01 4.67417509e-01 ..., 2.34509387e-01
-3.04483178e-01 9.69682751e-01]
...,
[ -1.84509003e-01 -2.39594105e-01 -3.81755008e-01 ..., 9.00756572e-02
-5.94828120e-01 -3.21409325e-01]
[ -2.75547801e-01 -1.84220574e-01 -1.82717509e-01 ..., -1.18333585e-01
-1.55055703e-01 -3.44454875e-01]
[ 3.94980541e-02 8.70328246e-02 -4.01209091e-02 ..., 5.42930684e-02
2.89561531e+00 -6.53126249e-02]]
Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.1611527 ]
[-0.94638555]
[-1.19122258]
[-0.76644874]
[-0.05463597]
[ 2.61462148]
[-0.04608069]
[-1.08985635]
[-0.52513076]
[ 1.01837071]
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[ 0.14681616]
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[-0.9911821 ]
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[ 0.87382288]
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[ 0.14196242]
[-0.34893231]
[ 4.47526531]
[-0.94007361]
[-1.6472328 ]
[ 0.38586503]
[-0.30361787]
[ 4.29132835]
[-1.90716897]]
[[ -1.82196286e-02 -3.03300449e-01 2.68406579e-01 ..., -2.31630096e-01
-3.33098122e-01 2.75071210e-01]
[ 5.84365520e-02 1.45973128e-01 1.54745707e-03 ..., -2.22148700e-01
1.59458502e+00 1.14309339e-01]
[ -6.12991410e-02 2.58148022e-01 4.66758953e-01 ..., 2.34436951e-01
-3.03949509e-01 9.68271277e-01]
...,
[ -1.84570517e-01 -2.39939409e-01 -3.81864614e-01 ..., 8.99667283e-02
-5.93743032e-01 -3.21733257e-01]
[ -2.75653943e-01 -1.84800255e-01 -1.83014927e-01 ..., -1.18528406e-01
-1.52602719e-01 -3.45291837e-01]
[ 3.94620046e-02 8.68364439e-02 -4.02367583e-02 ..., 5.42392072e-02
2.89584029e+00 -6.54890001e-02]]
Progress: 78.8% ... Training loss: 0.063 ... Validation loss: 0.145[[-0.16595317]
[-0.94914394]
[-1.19232243]
[-0.77138153]
[-0.05794702]
[ 2.61239761]
[-0.05042563]
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[ 1.01657405]
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[ 0.87075573]
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[ 0.1383327 ]
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[ 4.47356911]
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[ 0.38288853]
[-0.3067063 ]
[ 4.28492394]
[-1.91015314]]
[[ -1.81202793e-02 -3.02678823e-01 2.68856456e-01 ..., -2.31425381e-01
-3.33913456e-01 2.75598662e-01]
[ 5.84557985e-02 1.46092182e-01 1.69044355e-03 ..., -2.22110363e-01
1.59436166e+00 1.14581890e-01]
[ -6.12386647e-02 2.58548177e-01 4.67684840e-01 ..., 2.34564748e-01
-3.05955929e-01 9.70128647e-01]
...,
[ -1.84485326e-01 -2.39446567e-01 -3.81233012e-01 ..., 9.01330550e-02
-5.95829799e-01 -3.20793987e-01]
[ -2.75676669e-01 -1.84929257e-01 -1.83192564e-01 ..., -1.18570550e-01
-1.52272114e-01 -3.45632865e-01]
[ 3.94586425e-02 8.68082466e-02 -4.01609194e-02 ..., 5.42293699e-02
2.89576316e+00 -6.53033611e-02]]
Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16259397]
[-0.94765575]
[-1.19032902]
[-0.76920682]
[-0.05592472]
[ 2.61387437]
[-0.04833218]
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[ 1.01784588]
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[ 4.47412656]
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[ 0.38451657]
[-0.30426836]
[ 4.28969198]
[-1.90971498]]
[[ -1.83681304e-02 -3.04057150e-01 2.67683748e-01 ..., -2.31881844e-01
-3.31072733e-01 2.73396967e-01]
[ 5.85327195e-02 1.46446056e-01 1.92808222e-03 ..., -2.21981955e-01
1.59437234e+00 1.15141712e-01]
[ -6.10947440e-02 2.59217160e-01 4.68523933e-01 ..., 2.34860086e-01
-3.05453882e-01 9.71186784e-01]
...,
[ -1.84479913e-01 -2.39454803e-01 -3.81319737e-01 ..., 9.01320475e-02
-5.94851418e-01 -3.20824706e-01]
[ -2.75640131e-01 -1.84716067e-01 -1.83092962e-01 ..., -1.18505881e-01
-1.52456634e-01 -3.45520982e-01]
[ 3.92637228e-02 8.57507792e-02 -4.10052473e-02 ..., 5.38736241e-02
2.89630582e+00 -6.69398483e-02]]
Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16488388]
[-0.94991915]
[-1.19191572]
[-0.77164864]
[-0.05890098]
[ 2.61263119]
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[ 1.01643036]
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[ 4.47329189]
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[ 0.38295303]
[-0.30691704]
[ 4.28655821]
[-1.91033893]]
[[ -1.83017145e-02 -3.03687827e-01 2.68121548e-01 ..., -2.31756338e-01
-3.33044960e-01 2.73939558e-01]
[ 5.85088094e-02 1.46310448e-01 1.74167004e-03 ..., -2.22025652e-01
1.59480465e+00 1.14819411e-01]
[ -6.10508344e-02 2.59475078e-01 4.69108978e-01 ..., 2.34949375e-01
-3.08065160e-01 9.72002546e-01]
...,
[ -1.84439370e-01 -2.39214000e-01 -3.81094913e-01 ..., 9.02127675e-02
-5.95647713e-01 -3.20345377e-01]
[ -2.75657381e-01 -1.84835351e-01 -1.83198230e-01 ..., -1.18533387e-01
-1.52381755e-01 -3.45642425e-01]
[ 3.92418593e-02 8.56213378e-02 -4.12021374e-02 ..., 5.38329585e-02
2.89633515e+00 -6.72153382e-02]]
Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16411713]
[-0.94969457]
[-1.19320918]
[-0.7702852 ]
[-0.05869823]
[ 2.61149347]
[-0.05035408]
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[ 1.01552932]
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[ 4.47283227]
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[-1.64718835]
[ 0.38217594]
[-0.30689362]
[ 4.28679618]
[-1.9107959 ]]
[[ -1.83297409e-02 -3.03863925e-01 2.68437234e-01 ..., -2.31801626e-01
-3.31961935e-01 2.73816330e-01]
[ 5.85454426e-02 1.46515759e-01 1.81322339e-03 ..., -2.21957584e-01
1.59431449e+00 1.15221234e-01]
[ -6.08072277e-02 2.60888877e-01 4.70441054e-01 ..., 2.35401204e-01
-3.08200749e-01 9.73697871e-01]
...,
[ -1.84526217e-01 -2.39726056e-01 -3.81659728e-01 ..., 9.00552438e-02
-5.93913775e-01 -3.21185850e-01]
[ -2.75449458e-01 -1.83687995e-01 -1.81911799e-01 ..., -1.18163388e-01
-1.52850890e-01 -3.43760414e-01]
[ 3.91728785e-02 8.52165631e-02 -4.14267735e-02 ..., 5.37025318e-02
2.89629470e+00 -6.72907149e-02]]
Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16278339]
[-0.94809734]
[-1.19289108]
[-0.7683706 ]
[-0.05733082]
[ 2.61103302]
[-0.04925262]
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[ 0.14561972]
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[ 0.87190547]
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[-0.79345477]
[-0.61874458]
[ 0.14063083]
[-0.34892076]
[ 4.47363304]
[-0.94173298]
[-1.64463754]
[ 0.38277001]
[-0.3057428 ]
[ 4.28931769]
[-1.91006306]]
[[ -1.83854769e-02 -3.04142838e-01 2.68329388e-01 ..., -2.31881525e-01
-3.30207629e-01 2.73442100e-01]
[ 5.85459766e-02 1.46511847e-01 1.81418904e-03 ..., -2.21956848e-01
1.59425320e+00 1.15186289e-01]
[ -6.06813658e-02 2.61648567e-01 4.70804011e-01 ..., 2.35646374e-01
-3.09264456e-01 9.73972789e-01]
...,
[ -1.84605478e-01 -2.40187995e-01 -3.82131393e-01 ..., 8.99153184e-02
-5.93145677e-01 -3.21860388e-01]
[ -2.75409700e-01 -1.83476108e-01 -1.81516337e-01 ..., -1.18086271e-01
-1.53680284e-01 -3.43482174e-01]
[ 3.91277376e-02 8.49803733e-02 -4.16087335e-02 ..., 5.36137726e-02
2.89629239e+00 -6.75306125e-02]]
Progress: 78.8% ... Training loss: 0.062 ... Validation loss: 0.143[[-0.15923893]
[-0.94588697]
[-1.19053803]
[-0.76574064]
[-0.05504305]
[ 2.61267561]
[-0.04678499]
[-1.08671824]
[-0.52559912]
[ 1.01748773]
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[ 0.14790933]
[-0.09696546]
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[-0.29310079]
[ 0.87465539]
[-0.83315465]
[-0.79100212]
[-0.61657282]
[ 0.14334435]
[-0.34687329]
[ 4.47369885]
[-0.93939977]
[-1.64165385]
[ 0.38502236]
[-0.30371911]
[ 4.2948629 ]
[-1.90809651]]
[[ -1.86209892e-02 -3.05435195e-01 2.67113473e-01 ..., -2.32286067e-01
-3.29445384e-01 2.71259059e-01]
[ 5.85224252e-02 1.46406655e-01 1.85087718e-03 ..., -2.21991146e-01
1.59351991e+00 1.15262490e-01]
[ -6.06659700e-02 2.61635070e-01 4.70752294e-01 ..., 2.35680720e-01
-3.11045070e-01 9.73215178e-01]
...,
[ -1.84633884e-01 -2.40355052e-01 -3.82290995e-01 ..., 8.98668818e-02
-5.92555861e-01 -3.22236765e-01]
[ -2.75399846e-01 -1.83467408e-01 -1.81388930e-01 ..., -1.18078600e-01
-1.54870175e-01 -3.43641318e-01]
[ 3.90203545e-02 8.43650146e-02 -4.21905104e-02 ..., 5.34231950e-02
2.89668805e+00 -6.89097253e-02]]
Progress: 78.9% ... Training loss: 0.063 ... Validation loss: 0.148[[-0.15849842]
[-0.94470833]
[-1.1893478 ]
[-0.76558558]
[-0.0545436 ]
[ 2.61311978]
[-0.04629977]
[-1.08709592]
[-0.52428033]
[ 1.01938871]
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[ 0.14851351]
[-0.09715391]
[-0.99326709]
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[ 0.87561482]
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[-0.78970231]
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[ 0.14360931]
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[ 4.47436152]
[-0.93946226]
[-1.64206653]
[ 0.38552621]
[-0.30313538]
[ 4.29599131]
[-1.90771756]]
[[ -1.84592706e-02 -3.04557628e-01 2.67955471e-01 ..., -2.31982340e-01
-3.30663788e-01 2.72159497e-01]
[ 5.85226636e-02 1.46406895e-01 1.83393401e-03 ..., -2.21992867e-01
1.59342037e+00 1.15271811e-01]
[ -6.07885651e-02 2.61010748e-01 4.70058421e-01 ..., 2.35482674e-01
-3.08693295e-01 9.71567471e-01]
...,
[ -1.84598295e-01 -2.40152723e-01 -3.82194723e-01 ..., 8.99350836e-02
-5.93478072e-01 -3.21978893e-01]
[ -2.75386249e-01 -1.83419275e-01 -1.81509426e-01 ..., -1.18058780e-01
-1.54605837e-01 -3.43770501e-01]
[ 3.90669161e-02 8.46161620e-02 -4.19402735e-02 ..., 5.35125603e-02
2.89660007e+00 -6.84373746e-02]]
Progress: 78.9% ... Training loss: 0.064 ... Validation loss: 0.149[[-0.16516719]
[-0.94998458]
[-1.1938615 ]
[-0.77106268]
[-0.06051668]
[ 2.61245512]
[-0.05186102]
[-1.09398656]
[-0.52979021]
[ 1.01402161]
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[ 0.13753561]
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[ 4.4725615 ]
[-0.94467714]
[-1.65102169]
[ 0.38105412]
[-0.30817356]
[ 4.28586021]
[-1.9093657 ]]
[[ -1.81717192e-02 -3.02915363e-01 2.69858152e-01 ..., -2.31428425e-01
-3.35696556e-01 2.74015525e-01]
[ 5.85854525e-02 1.46757654e-01 2.23690136e-03 ..., -2.21882013e-01
1.59324829e+00 1.15707395e-01]
[ -6.10359292e-02 2.59643896e-01 4.68862847e-01 ..., 2.35034273e-01
-3.10574618e-01 9.70596856e-01]
...,
[ -1.84438705e-01 -2.39270575e-01 -3.81306614e-01 ..., 9.02310112e-02
-5.95616305e-01 -3.20842193e-01]
[ -2.75247280e-01 -1.82645762e-01 -1.80749246e-01 ..., -1.17813151e-01
-1.57276212e-01 -3.42756249e-01]
[ 3.91293635e-02 8.49890235e-02 -4.16578617e-02 ..., 5.36310042e-02
2.89660244e+00 -6.82517303e-02]]
Progress: 78.9% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.16242717]
[-0.94853296]
[-1.19181263]
[-0.76842062]
[-0.05880036]
[ 2.6140141 ]
[-0.04994256]
[-1.09177812]
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[ 1.01530553]
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[ 0.14400336]
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[-0.29593002]
[ 0.87050756]
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[-0.61906434]
[ 0.13918486]
[-0.35215613]
[ 4.47257778]
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[-1.64864534]
[ 0.38225071]
[-0.30599963]
[ 4.28963721]
[-1.90824595]]
[[ -1.82993511e-02 -3.03629575e-01 2.69160205e-01 ..., -2.31657906e-01
-3.33751943e-01 2.73385522e-01]
[ 5.86012532e-02 1.46839455e-01 2.35498628e-03 ..., -2.21855046e-01
1.59313956e+00 1.15881759e-01]
[ -6.10793762e-02 2.59231324e-01 4.68353062e-01 ..., 2.34967048e-01
-3.08830214e-01 9.69432002e-01]
...,
[ -1.84504824e-01 -2.39648610e-01 -3.81774797e-01 ..., 9.01190382e-02
-5.94798512e-01 -3.21469931e-01]
[ -2.75262682e-01 -1.82739644e-01 -1.80819453e-01 ..., -1.17838566e-01
-1.56484884e-01 -3.42850671e-01]
[ 3.91017993e-02 8.47861875e-02 -4.19201663e-02 ..., 5.35739749e-02
2.89681929e+00 -6.85270695e-02]]
Progress: 78.9% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16051358]
[-0.94674717]
[-1.19041089]
[-0.76636556]
[-0.05778069]
[ 2.61551002]
[-0.04847078]
[-1.0907842 ]
[-0.52640688]
[ 1.01581895]
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[ 0.14518429]
[-0.10080525]
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[ 0.87206336]
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[-0.79331358]
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[ 0.14041222]
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[ 4.47281842]
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[-1.6470293 ]
[ 0.38358912]
[-0.30451631]
[ 4.2934207 ]
[-1.90714499]]
[[ -1.83089434e-02 -3.03718867e-01 2.69173114e-01 ..., -2.31680821e-01
-3.34692862e-01 2.72906663e-01]
[ 5.86088927e-02 1.46874067e-01 2.31147180e-03 ..., -2.21842627e-01
1.59300616e+00 1.15926192e-01]
[ -6.11581022e-02 2.58782342e-01 4.67989089e-01 ..., 2.34829695e-01
-3.08671088e-01 9.68294369e-01]
...,
[ -1.84416966e-01 -2.39179300e-01 -3.81218590e-01 ..., 9.02811017e-02
-5.97501642e-01 -3.20876004e-01]
[ -2.75275555e-01 -1.82818857e-01 -1.80873637e-01 ..., -1.17863752e-01
-1.56514904e-01 -3.42943203e-01]
[ 3.90560491e-02 8.45104942e-02 -4.19241215e-02 ..., 5.34773778e-02
2.89689527e+00 -6.89788531e-02]]
Progress: 78.9% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.16444524]
[-0.95040194]
[-1.19365388]
[-0.76949741]
[-0.06084998]
[ 2.61279197]
[-0.05248876]
[-1.09313582]
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[ 1.01334073]
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[ 0.14174867]
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[ 0.86786953]
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[ 0.13700259]
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[ 4.47154355]
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[ 0.3802806 ]
[-0.30821495]
[ 4.28677617]
[-1.90948399]]
[[ -1.81625247e-02 -3.02926045e-01 2.70157004e-01 ..., -2.31413324e-01
-3.36449702e-01 2.73841944e-01]
[ 5.86064943e-02 1.46859936e-01 2.29449783e-03 ..., -2.21847169e-01
1.59302862e+00 1.15901497e-01]
[ -6.09589658e-02 2.59942702e-01 4.69497486e-01 ..., 2.35190547e-01
-3.09202600e-01 9.70401687e-01]
...,
[ -1.84385716e-01 -2.39013613e-01 -3.81102871e-01 ..., 9.03383206e-02
-5.97758715e-01 -3.20879093e-01]
[ -2.75219844e-01 -1.82489672e-01 -1.80570664e-01 ..., -1.17754943e-01
-1.57010639e-01 -3.42468473e-01]
[ 3.91661431e-02 8.51419990e-02 -4.11374293e-02 ..., 5.36785469e-02
2.89662068e+00 -6.78303073e-02]]
Progress: 78.9% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.15936522]
[-0.9453357 ]
[-1.18986995]
[-0.76520397]
[-0.05703806]
[ 2.61632549]
[-0.04812697]
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[ 1.01514525]
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[ 0.14602185]
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[ 0.14161975]
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[ 4.47320882]
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[ 0.38389385]
[-0.30432895]
[ 4.29503588]
[-1.90647063]]
[[ -1.84279256e-02 -3.04431135e-01 2.68775291e-01 ..., -2.31890245e-01
-3.33544221e-01 2.71414888e-01]
[ 5.86093357e-02 1.46874173e-01 2.31400918e-03 ..., -2.21841776e-01
1.59296847e+00 1.15946379e-01]
[ -6.11411329e-02 2.58953396e-01 4.67954147e-01 ..., 2.34861783e-01
-3.08904120e-01 9.67542807e-01]
...,
[ -1.84371785e-01 -2.38946881e-01 -3.80906561e-01 ..., 9.03596009e-02
-5.97993605e-01 -3.20771830e-01]
[ -2.75238947e-01 -1.82619983e-01 -1.80754204e-01 ..., -1.17798957e-01
-1.56891160e-01 -3.42837180e-01]
[ 3.90688519e-02 8.46209574e-02 -4.16866079e-02 ..., 5.35050072e-02
2.89659963e+00 -6.85762020e-02]]
Progress: 78.9% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16460987]
[-0.94976942]
[-1.19260713]
[-0.77047704]
[-0.06129579]
[ 2.61384013]
[-0.05296632]
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[ 1.01139753]
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[ 0.13705978]
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[ 4.47173939]
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[ 0.38029139]
[-0.30814545]
[ 4.28676124]
[-1.90802108]]
[[ -1.82927212e-02 -3.03606534e-01 2.69210226e-01 ..., -2.31631369e-01
-3.36322781e-01 2.72216467e-01]
[ 5.86254207e-02 1.46959331e-01 2.38510942e-03 ..., -2.21813942e-01
1.59290873e+00 1.15999574e-01]
[ -6.12245513e-02 2.58476305e-01 4.67782627e-01 ..., 2.34711075e-01
-3.09878571e-01 9.67702668e-01]
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[ -1.84286195e-01 -2.38442896e-01 -3.80420880e-01 ..., 9.05219138e-02
-5.99291426e-01 -3.20372265e-01]
[ -2.75163455e-01 -1.82182525e-01 -1.80521650e-01 ..., -1.17658814e-01
-1.58171769e-01 -3.42446173e-01]
[ 3.90710152e-02 8.46367355e-02 -4.17881047e-02 ..., 5.35097064e-02
2.89687183e+00 -6.87440627e-02]]
Progress: 78.9% ... Training loss: 0.063 ... Validation loss: 0.138[[-0.15916498]
[-0.94574667]
[-1.18729239]
[-0.76691392]
[-0.05784328]
[ 2.61561249]
[-0.04893512]
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[ 4.47267184]
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[ 0.3842421 ]
[-0.30459235]
[ 4.2954282 ]
[-1.90527481]]
[[ -1.84030473e-02 -3.04160112e-01 2.68486228e-01 ..., -2.31797910e-01
-3.34559627e-01 2.71435398e-01]
[ 5.85510871e-02 1.46545114e-01 1.88131832e-03 ..., -2.21934496e-01
1.59416024e+00 1.15140429e-01]
[ -6.13713642e-02 2.57611117e-01 4.66752735e-01 ..., 2.34436413e-01
-3.06206355e-01 9.65209635e-01]
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[ -1.84370697e-01 -2.38930203e-01 -3.81033548e-01 ..., 9.03680209e-02
-5.98011494e-01 -3.21104242e-01]
[ -2.75220783e-01 -1.82511759e-01 -1.80849512e-01 ..., -1.17762853e-01
-1.58195725e-01 -3.42902139e-01]
[ 3.90367460e-02 8.44417783e-02 -4.19504020e-02 ..., 5.34453195e-02
2.89693989e+00 -6.89551121e-02]]
Progress: 78.9% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16257927]
[-0.94878018]
[-1.18786892]
[-0.77092517]
[-0.06117514]
[ 2.61467066]
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[ 0.38243767]
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[ 4.29021225]
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[[ -1.83715372e-02 -3.03948832e-01 2.68481066e-01 ..., -2.31738878e-01
-3.33497745e-01 2.71818855e-01]
[ 5.85281685e-02 1.46413594e-01 1.77014135e-03 ..., -2.21985715e-01
1.59411476e+00 1.15112186e-01]
[ -6.14238749e-02 2.57270315e-01 4.66172583e-01 ..., 2.34305636e-01
-3.07202475e-01 9.65144098e-01]
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[ -1.84363038e-01 -2.38870552e-01 -3.80893452e-01 ..., 9.03771300e-02
-5.97760490e-01 -3.21256864e-01]
[ -2.75217720e-01 -1.82501597e-01 -1.81051295e-01 ..., -1.17758835e-01
-1.58257286e-01 -3.42630234e-01]
[ 3.90615717e-02 8.46008160e-02 -4.20385926e-02 ..., 5.34915685e-02
2.89699959e+00 -6.90332964e-02]]
Progress: 78.9% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16233441]
[-0.94883056]
[-1.18841771]
[-0.76979289]
[-0.06054471]
[ 2.61492999]
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[ 4.47217448]
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[ 0.3822418 ]
[-0.30709312]
[ 4.29143404]
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[[ -1.83127435e-02 -3.03631396e-01 2.68771015e-01 ..., -2.31648925e-01
-3.35490807e-01 2.72544265e-01]
[ 5.85690375e-02 1.46648075e-01 2.06856271e-03 ..., -2.21910925e-01
1.59378702e+00 1.15541317e-01]
[ -6.12751091e-02 2.58059751e-01 4.66637119e-01 ..., 2.34565068e-01
-3.09092872e-01 9.65895065e-01]
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[ -1.84367641e-01 -2.38910671e-01 -3.80943665e-01 ..., 9.03660481e-02
-5.98211219e-01 -3.21319106e-01]
[ -2.75249176e-01 -1.82697277e-01 -1.81121637e-01 ..., -1.17827272e-01
-1.57378957e-01 -3.42828618e-01]
[ 3.89367756e-02 8.38896228e-02 -4.25918757e-02 ..., 5.32567188e-02
2.89721163e+00 -7.00297350e-02]]
Progress: 78.9% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16272939]
[-0.94912638]
[-1.18855994]
[-0.77028609]
[-0.06023723]
[ 2.61532431]
[-0.05129783]
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[ 0.38262829]
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[ 4.29055119]
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[[ -1.84400596e-02 -3.04316751e-01 2.68140651e-01 ..., -2.31868925e-01
-3.33796420e-01 2.71432573e-01]
[ 5.85339491e-02 1.46447361e-01 1.76365562e-03 ..., -2.21969572e-01
1.59421175e+00 1.15252538e-01]
[ -6.12634939e-02 2.58048704e-01 4.66709435e-01 ..., 2.34566998e-01
-3.07737700e-01 9.66059238e-01]
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[ -1.84385956e-01 -2.39000493e-01 -3.81226863e-01 ..., 9.03325487e-02
-5.96511432e-01 -3.21786580e-01]
[ -2.75205169e-01 -1.82444280e-01 -1.80935589e-01 ..., -1.17748402e-01
-1.57908348e-01 -3.42490443e-01]
[ 3.90334928e-02 8.44194182e-02 -4.19281279e-02 ..., 5.34364722e-02
2.89715212e+00 -6.91358458e-02]]
Progress: 78.9% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16336047]
[-0.95022685]
[-1.19045935]
[-0.76999373]
[-0.06054813]
[ 2.61390409]
[-0.0523218 ]
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[ 4.47157315]
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[ 0.38129217]
[-0.3079761 ]
[ 4.28960773]
[-1.90805074]]
[[ -1.83963917e-02 -3.04066232e-01 2.68484829e-01 ..., -2.31801796e-01
-3.35093742e-01 2.72190129e-01]
[ 5.85670358e-02 1.46641492e-01 1.97127067e-03 ..., -2.21907776e-01
1.59387977e+00 1.15544484e-01]
[ -6.09306377e-02 2.59946651e-01 4.68785847e-01 ..., 2.35188754e-01
-3.12582160e-01 9.68997621e-01]
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[ -1.84387946e-01 -2.39004656e-01 -3.81150385e-01 ..., 9.03284720e-02
-5.96104799e-01 -3.21478666e-01]
[ -2.75063456e-01 -1.81626334e-01 -1.79958202e-01 ..., -1.17474065e-01
-1.58833156e-01 -3.40953213e-01]
[ 3.89407491e-02 8.38648391e-02 -4.27617931e-02 ..., 5.32599994e-02
2.89740776e+00 -7.03127302e-02]]
Progress: 78.9% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16064943]
[-0.94841703]
[-1.18897063]
[-0.76741882]
[-0.05836824]
[ 2.6145043 ]
[-0.04959747]
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[ 1.01541133]
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[ 4.47193815]
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[ 0.38310421]
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[ 4.29256462]
[-1.90708977]]
[[ -1.83304677e-02 -3.03662746e-01 2.68521187e-01 ..., -2.31655009e-01
-3.34171077e-01 2.72734032e-01]
[ 5.84833695e-02 1.46152559e-01 1.38238631e-03 ..., -2.22062689e-01
1.59464638e+00 1.14614496e-01]
[ -6.08684665e-02 2.60307465e-01 4.68423308e-01 ..., 2.35286638e-01
-3.09699217e-01 9.67919074e-01]
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[ -1.84500871e-01 -2.39626711e-01 -3.81916481e-01 ..., 9.01269304e-02
-5.94269131e-01 -3.22379973e-01]
[ -2.75052211e-01 -1.81592961e-01 -1.80008762e-01 ..., -1.17448289e-01
-1.58200268e-01 -3.40939797e-01]
[ 3.89607672e-02 8.39782248e-02 -4.26223644e-02 ..., 5.32916193e-02
2.89732335e+00 -6.99442448e-02]]
Progress: 78.9% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15924375]
[-0.94658226]
[-1.18747986]
[-0.76758825]
[-0.0578215 ]
[ 2.61783632]
[-0.0482458 ]
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[ 0.14160314]
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[ 4.47224349]
[-0.94333413]
[-1.64540437]
[ 0.38503063]
[-0.30473838]
[ 4.29577294]
[-1.90583204]]
[[ -1.85572666e-02 -3.05064884e-01 2.66649885e-01 ..., -2.32082451e-01
-3.34028373e-01 2.70645297e-01]
[ 5.84227160e-02 1.45803136e-01 1.14715927e-03 ..., -2.22177650e-01
1.59486729e+00 1.13967073e-01]
[ -6.10931380e-02 2.58945638e-01 4.67624447e-01 ..., 2.34870477e-01
-3.09176502e-01 9.65814932e-01]
...,
[ -1.84524921e-01 -2.39777204e-01 -3.82012511e-01 ..., 9.00820793e-02
-5.93514828e-01 -3.22450757e-01]
[ -2.75105255e-01 -1.81883676e-01 -1.80344882e-01 ..., -1.17543252e-01
-1.58233187e-01 -3.41405036e-01]
[ 3.88768409e-02 8.34424060e-02 -4.34097762e-02 ..., 5.31333048e-02
2.89777623e+00 -7.11203765e-02]]
Progress: 78.9% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16095364]
[-0.94862019]
[-1.18908238]
[-0.7692157 ]
[-0.05985545]
[ 2.61552947]
[-0.05103249]
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[ 1.01442644]
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[ 0.13988338]
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[ 4.47199187]
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[ 0.38289192]
[-0.30674703]
[ 4.29377882]
[-1.90783568]]
[[ -1.84672612e-02 -3.04589943e-01 2.67229626e-01 ..., -2.31916492e-01
-3.36929550e-01 2.71747959e-01]
[ 5.83866939e-02 1.45593740e-01 9.39184097e-04 ..., -2.22246946e-01
1.59490161e+00 1.13851704e-01]
[ -6.08490574e-02 2.60385578e-01 4.69074794e-01 ..., 2.35356955e-01
-3.12054507e-01 9.68010364e-01]
...,
[ -1.84568996e-01 -2.40061280e-01 -3.82251421e-01 ..., 8.99997675e-02
-5.93195316e-01 -3.22950198e-01]
[ -2.75019867e-01 -1.81404243e-01 -1.79702557e-01 ..., -1.17386198e-01
-1.60098897e-01 -3.40616013e-01]
[ 3.89476918e-02 8.38625719e-02 -4.28947199e-02 ..., 5.32626072e-02
2.89757604e+00 -7.00696899e-02]]
Progress: 79.0% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16068399]
[-0.94845587]
[-1.18933581]
[-0.76851687]
[-0.05975738]
[ 2.61566977]
[-0.05123578]
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[ 1.01327549]
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[ 0.38255514]
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[ 4.29444053]
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[[ -1.84416675e-02 -3.04452215e-01 2.67480301e-01 ..., -2.31871760e-01
-3.38409349e-01 2.72218256e-01]
[ 5.83642740e-02 1.45470033e-01 8.97250839e-04 ..., -2.22288589e-01
1.59497125e+00 1.13685195e-01]
[ -6.08737981e-02 2.60231804e-01 4.68734406e-01 ..., 2.35298592e-01
-3.13038567e-01 9.67219596e-01]
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[ -1.84552742e-01 -2.39965433e-01 -3.82262414e-01 ..., 9.00342824e-02
-5.93677594e-01 -3.22806444e-01]
[ -2.75008703e-01 -1.81337104e-01 -1.79696042e-01 ..., -1.17365661e-01
-1.60248620e-01 -3.40733936e-01]
[ 3.89241995e-02 8.37170569e-02 -4.32623814e-02 ..., 5.32128932e-02
2.89777190e+00 -7.04482585e-02]]
Progress: 79.0% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16027103]
[-0.94794227]
[-1.18986645]
[-0.76787339]
[-0.05862706]
[ 2.61710344]
[-0.04997527]
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[ 0.38358422]
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[ 4.29465056]
[-1.9057501 ]]
[[ -1.84669201e-02 -3.04585794e-01 2.67452130e-01 ..., -2.31915006e-01
-3.36766260e-01 2.71792423e-01]
[ 5.83197869e-02 1.45204231e-01 5.79637450e-04 ..., -2.22376116e-01
1.59594501e+00 1.13106370e-01]
[ -6.10323621e-02 2.59240143e-01 4.67657826e-01 ..., 2.35011053e-01
-3.07428360e-01 9.64901104e-01]
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[ -1.84445728e-01 -2.39324180e-01 -3.81589420e-01 ..., 9.02336109e-02
-5.94743557e-01 -3.22213854e-01]
[ -2.74950421e-01 -1.81016231e-01 -1.79390499e-01 ..., -1.17265164e-01
-1.60807649e-01 -3.40602898e-01]
[ 3.89233339e-02 8.36960528e-02 -4.33884865e-02 ..., 5.32085771e-02
2.89782954e+00 -7.07038412e-02]]
Progress: 79.0% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.162872 ]
[-0.94991665]
[-1.19118145]
[-0.77009532]
[-0.06020172]
[ 2.61628516]
[-0.05179986]
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[ 0.13888357]
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[ 0.38216992]
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[ 4.29041962]
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[[ -1.83907021e-02 -3.04120686e-01 2.67983680e-01 ..., -2.31764580e-01
-3.35812372e-01 2.72699057e-01]
[ 5.83404931e-02 1.45315875e-01 6.30040401e-04 ..., -2.22340817e-01
1.59581368e+00 1.13157428e-01]
[ -6.11161352e-02 2.58721045e-01 4.67465881e-01 ..., 2.34901111e-01
-3.04832454e-01 9.64980357e-01]
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[ -1.84489521e-01 -2.39583511e-01 -3.81748063e-01 ..., 9.01658253e-02
-5.93673866e-01 -3.22751646e-01]
[ -2.74951445e-01 -1.81026760e-01 -1.79442215e-01 ..., -1.17256538e-01
-1.60672418e-01 -3.40650841e-01]
[ 3.89842269e-02 8.40448982e-02 -4.28873438e-02 ..., 5.33105332e-02
2.89781042e+00 -6.97294596e-02]]
Progress: 79.0% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16150315]
[-0.94902744]
[-1.19353897]
[-0.76706362]
[-0.05834423]
[ 2.61605998]
[-0.05067503]
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[ 0.38189624]
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[ 4.29276411]
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[[ -1.83587863e-02 -3.03919681e-01 2.68122219e-01 ..., -2.31727911e-01
-3.36122222e-01 2.73742691e-01]
[ 5.83210891e-02 1.45206879e-01 4.48518580e-04 ..., -2.22376570e-01
1.59566864e+00 1.12981837e-01]
[ -6.08323214e-02 2.60316261e-01 4.68878240e-01 ..., 2.35419105e-01
-3.07423864e-01 9.66972637e-01]
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[ -1.84433855e-01 -2.39263786e-01 -3.81732079e-01 ..., 9.02761746e-02
-5.94164602e-01 -3.22156830e-01]
[ -2.74780325e-01 -1.80057593e-01 -1.78568398e-01 ..., -1.16959015e-01
-1.61976566e-01 -3.38614367e-01]
[ 3.89955535e-02 8.41228950e-02 -4.28425940e-02 ..., 5.33292708e-02
2.89781826e+00 -6.95828509e-02]]
Progress: 79.0% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16034831]
[-0.94834722]
[-1.19222313]
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[ 2.61660422]
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[ 4.29443867]
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[[ -1.83964188e-02 -3.04136855e-01 2.67580129e-01 ..., -2.31808993e-01
-3.36633816e-01 2.73118512e-01]
[ 5.83234152e-02 1.45220516e-01 4.64510570e-04 ..., -2.22372251e-01
1.59565209e+00 1.13002908e-01]
[ -6.10182611e-02 2.59212337e-01 4.67998989e-01 ..., 2.35071296e-01
-3.05544527e-01 9.65244151e-01]
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[ -1.84492843e-01 -2.39581433e-01 -3.82048289e-01 ..., 9.01699827e-02
-5.93153662e-01 -3.22485846e-01]
[ -2.74828822e-01 -1.80337554e-01 -1.79014093e-01 ..., -1.17046884e-01
-1.60931933e-01 -3.39297837e-01]
[ 3.89848677e-02 8.40517473e-02 -4.29054972e-02 ..., 5.33000253e-02
2.89783109e+00 -6.96360348e-02]]
Progress: 79.0% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15805281]
[-0.94587341]
[-1.19035889]
[-0.76404256]
[-0.05560016]
[ 2.61957376]
[-0.04731208]
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[[ -1.85307573e-02 -3.04917550e-01 2.67010416e-01 ..., -2.32062566e-01
-3.33097543e-01 2.71822963e-01]
[ 5.82549414e-02 1.44811457e-01 1.05242960e-04 ..., -2.22501248e-01
1.59651893e+00 1.12339411e-01]
[ -6.11638428e-02 2.58467119e-01 4.66747981e-01 ..., 2.34814372e-01
-3.02852790e-01 9.63082118e-01]
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[ -1.84544881e-01 -2.39909536e-01 -3.82336305e-01 ..., 9.00742750e-02
-5.92063374e-01 -3.23312462e-01]
[ -2.74848879e-01 -1.80449215e-01 -1.79113202e-01 ..., -1.17086978e-01
-1.60921784e-01 -3.39147660e-01]
[ 3.89450519e-02 8.37925375e-02 -4.30208799e-02 ..., 5.32210432e-02
2.89787920e+00 -7.01208758e-02]]
Progress: 79.0% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16366237]
[-0.95030572]
[-1.19348913]
[-0.76922538]
[-0.06047121]
[ 2.61565415]
[-0.05251707]
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[[ -1.83383096e-02 -3.03810362e-01 2.68210956e-01 ..., -2.31717961e-01
-3.35627544e-01 2.73193834e-01]
[ 5.82012986e-02 1.44485778e-01 -2.38506237e-04 ..., -2.22602315e-01
1.59731925e+00 1.11837978e-01]
[ -6.08809693e-02 2.60122670e-01 4.69234940e-01 ..., 2.35322387e-01
-3.09309432e-01 9.66696066e-01]
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[ -1.84348180e-01 -2.38783840e-01 -3.81148501e-01 ..., 9.04539249e-02
-5.96642400e-01 -3.21597312e-01]
[ -2.74712562e-01 -1.79627238e-01 -1.78274339e-01 ..., -1.16847258e-01
-1.62305179e-01 -3.37734195e-01]
[ 3.89735983e-02 8.39722654e-02 -4.29396099e-02 ..., 5.32769216e-02
2.89777212e+00 -6.99428446e-02]]
Progress: 79.0% ... Training loss: 0.063 ... Validation loss: 0.138[[-0.16049689]
[-0.94800117]
[-1.19120824]
[-0.76685972]
[-0.05782959]
[ 2.61710942]
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[[ -1.85297820e-02 -3.04966994e-01 2.67217076e-01 ..., -2.32063914e-01
-3.34739729e-01 2.71028310e-01]
[ 5.81798174e-02 1.44361014e-01 -2.74956293e-04 ..., -2.22641998e-01
1.59736744e+00 1.11723959e-01]
[ -6.08888187e-02 2.60026121e-01 4.69153918e-01 ..., 2.35323701e-01
-3.08017036e-01 9.66524923e-01]
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[ -1.84351761e-01 -2.38835198e-01 -3.81180426e-01 ..., 9.04551694e-02
-5.96349610e-01 -3.21741900e-01]
[ -2.74732162e-01 -1.79755144e-01 -1.78344600e-01 ..., -1.16884762e-01
-1.62007879e-01 -3.37903658e-01]
[ 3.90027035e-02 8.40845056e-02 -4.26477419e-02 ..., 5.33265608e-02
2.89778195e+00 -6.95993983e-02]]
Progress: 79.0% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15773034]
[-0.94459625]
[-1.1872087 ]
[-0.76575459]
[-0.05681771]
[ 2.61969621]
[-0.04718505]
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[ 0.8738222 ]
[-0.83236892]
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[ 0.14366574]
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[ 4.47256383]
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[-1.64427948]
[ 0.38634841]
[-0.30270219]
[ 4.29937409]
[-1.90318856]]
[[ -1.86714614e-02 -3.05888560e-01 2.65896861e-01 ..., -2.32345719e-01
-3.32890712e-01 2.68666478e-01]
[ 5.81583033e-02 1.44207761e-01 -4.51806510e-04 ..., -2.22686051e-01
1.59806308e+00 1.11341898e-01]
[ -6.12866370e-02 2.57734065e-01 4.66581098e-01 ..., 2.34583356e-01
-3.03839043e-01 9.63146078e-01]
...,
[ -1.84446152e-01 -2.39398320e-01 -3.81770805e-01 ..., 9.02743806e-02
-5.94927775e-01 -3.22685989e-01]
[ -2.74773910e-01 -1.80009662e-01 -1.78773284e-01 ..., -1.16965025e-01
-1.61718180e-01 -3.38724831e-01]
[ 3.89494474e-02 8.37208302e-02 -4.30567727e-02 ..., 5.32102494e-02
2.89776267e+00 -7.01825762e-02]]
Progress: 79.0% ... Training loss: 0.064 ... Validation loss: 0.141[[-0.16205333]
[-0.94829226]
[-1.19117934]
[-0.76968011]
[-0.06072132]
[ 2.61848192]
[-0.0509829 ]
[-1.09526285]
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[ 1.01166454]
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[ 0.14350916]
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[-0.79571154]
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[ 0.13998391]
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[ 4.47261567]
[-0.94616279]
[-1.64858284]
[ 0.38351813]
[-0.30683236]
[ 4.29320383]
[-1.90471069]]
[[ -1.85640755e-02 -3.05322096e-01 2.66755014e-01 ..., -2.32134951e-01
-3.35708301e-01 2.69373488e-01]
[ 5.81892348e-02 1.44390069e-01 -3.05631784e-04 ..., -2.22628649e-01
1.59777858e+00 1.11531443e-01]
[ -6.12469136e-02 2.57959616e-01 4.66513988e-01 ..., 2.34676468e-01
-3.07370359e-01 9.63483914e-01]
...,
[ -1.84428986e-01 -2.39302407e-01 -3.81597591e-01 ..., 9.03074200e-02
-5.95208010e-01 -3.22507205e-01]
[ -2.74711790e-01 -1.79645757e-01 -1.78548156e-01 ..., -1.16830569e-01
-1.63322280e-01 -3.38537374e-01]
[ 3.89320553e-02 8.36169766e-02 -4.30484077e-02 ..., 5.31704824e-02
2.89783218e+00 -7.03214028e-02]]
Progress: 79.0% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.15731506]
[-0.94413287]
[-1.18889036]
[-0.76457103]
[-0.05574641]
[ 2.62123977]
[-0.04599625]
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[ 1.01433177]
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[ 0.1477556 ]
[-0.09788263]
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[ 0.87274301]
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[ 0.14474721]
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[ 4.47425935]
[-0.94129956]
[-1.64454575]
[ 0.38724356]
[-0.30202606]
[ 4.30039199]
[-1.90276339]]
[[ -1.86953268e-02 -3.06058071e-01 2.66008363e-01 ..., -2.32387314e-01
-3.32654099e-01 2.68320442e-01]
[ 5.80970308e-02 1.43899139e-01 -7.13947768e-04 ..., -2.22785297e-01
1.59852747e+00 1.11009965e-01]
[ -6.12856223e-02 2.57632544e-01 4.65380247e-01 ..., 2.34584685e-01
-3.03551663e-01 9.61909472e-01]
...,
[ -1.84449221e-01 -2.39414089e-01 -3.81592160e-01 ..., 9.02720609e-02
-5.94629926e-01 -3.22678019e-01]
[ -2.74824041e-01 -1.80291245e-01 -1.79195102e-01 ..., -1.17031927e-01
-1.61666960e-01 -3.39384903e-01]
[ 3.88991684e-02 8.34064410e-02 -4.31544682e-02 ..., 5.30980057e-02
2.89781955e+00 -7.03526149e-02]]
Progress: 79.0% ... Training loss: 0.065 ... Validation loss: 0.143[[-0.15901892]
[-0.94632443]
[-1.18984531]
[-0.76670941]
[-0.05751486]
[ 2.61945516]
[-0.04783903]
[-1.09172275]
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[ 1.01264316]
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[ 0.14651367]
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[ 0.87198044]
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[ 0.14306791]
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[ 4.47425852]
[-0.94404552]
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[ 0.38600855]
[-0.30414468]
[ 4.29816894]
[-1.90439807]]
[[ -1.87897767e-02 -3.06582640e-01 2.65710475e-01 ..., -2.32558074e-01
-3.31655598e-01 2.67910847e-01]
[ 5.80381490e-02 1.43556831e-01 -9.07377594e-04 ..., -2.22891982e-01
1.59880051e+00 1.10722735e-01]
[ -6.10490990e-02 2.58996002e-01 4.66748631e-01 ..., 2.35038012e-01
-3.09398669e-01 9.65012602e-01]
...,
[ -1.84450811e-01 -2.39420113e-01 -3.81660005e-01 ..., 9.02751457e-02
-5.95243587e-01 -3.22491949e-01]
[ -2.74931873e-01 -1.80889332e-01 -1.79474376e-01 ..., -1.17234864e-01
-1.60209057e-01 -3.39868293e-01]
[ 3.87701429e-02 8.26311061e-02 -4.38233122e-02 ..., 5.28516240e-02
2.89801545e+00 -7.19196633e-02]]
Progress: 79.0% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16400483]
[-0.94985829]
[-1.19349366]
[-0.77083643]
[-0.06054124]
[ 2.61572052]
[-0.05235711]
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[-0.52969403]
[ 1.01079776]
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[ 0.13989802]
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[ 4.4739315 ]
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[ 0.3821617 ]
[-0.30766281]
[ 4.29086777]
[-1.90766899]]
[[ -1.85973580e-02 -3.05466147e-01 2.66949283e-01 ..., -2.32196102e-01
-3.32808351e-01 2.69635820e-01]
[ 5.80949310e-02 1.43906026e-01 -5.03319199e-04 ..., -2.22803689e-01
1.59876315e+00 1.11414359e-01]
[ -6.08172513e-02 2.60480966e-01 4.68333661e-01 ..., 2.35485698e-01
-3.11698906e-01 9.67952371e-01]
...,
[ -1.84380106e-01 -2.39041766e-01 -3.81269490e-01 ..., 9.04006060e-02
-5.96847565e-01 -3.21933996e-01]
[ -2.74828120e-01 -1.80272235e-01 -1.79275575e-01 ..., -1.17039463e-01
-1.61793636e-01 -3.39115596e-01]
[ 3.87926623e-02 8.27478631e-02 -4.36859189e-02 ..., 5.28870719e-02
2.89804796e+00 -7.17134702e-02]]
Progress: 79.0% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.15990816]
[-0.94672597]
[-1.18967054]
[-0.76743051]
[-0.05756882]
[ 2.61605409]
[-0.04896183]
[-1.09145351]
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[ 1.0141222 ]
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[ 0.14563075]
[-0.10023475]
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[ 0.14283397]
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[ 4.4763077 ]
[-0.94557977]
[-1.64388715]
[ 0.38491111]
[-0.30487556]
[ 4.29736084]
[-1.90560636]]
[[ -1.87076836e-02 -3.06091503e-01 2.65888495e-01 ..., -2.32381898e-01
-3.32990579e-01 2.68060647e-01]
[ 5.80762587e-02 1.43790331e-01 -6.40463005e-04 ..., -2.22839537e-01
1.59886457e+00 1.11238858e-01]
[ -6.08590623e-02 2.60195628e-01 4.68132314e-01 ..., 2.35424045e-01
-3.11032992e-01 9.66754914e-01]
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[ -1.84440105e-01 -2.39368256e-01 -3.81499441e-01 ..., 9.02988935e-02
-5.95958325e-01 -3.22370328e-01]
[ -2.74871978e-01 -1.80518727e-01 -1.79624285e-01 ..., -1.17118024e-01
-1.61303402e-01 -3.39553143e-01]
[ 3.87937843e-02 8.27395093e-02 -4.38408650e-02 ..., 5.28808945e-02
2.89802590e+00 -7.18981818e-02]]
Progress: 79.0% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16672022]
[-0.95235478]
[-1.19608097]
[-0.77248541]
[-0.06337335]
[ 2.61417743]
[-0.05355467]
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[ 1.00932776]
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[ 0.1373758 ]
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[ 4.47570874]
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[ 0.38042382]
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[ 4.28720463]
[-1.90747771]]
[[ -1.85599300e-02 -3.05238419e-01 2.66980153e-01 ..., -2.32123730e-01
-3.35324346e-01 2.69063712e-01]
[ 5.80719954e-02 1.43745779e-01 -6.00133945e-04 ..., -2.22850463e-01
1.59880372e+00 1.11148556e-01]
[ -6.08747312e-02 2.60108669e-01 4.68354588e-01 ..., 2.35397978e-01
-3.12850670e-01 9.68029867e-01]
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[ -1.84379757e-01 -2.39028674e-01 -3.81028594e-01 ..., 9.04076461e-02
-5.97839286e-01 -3.21691415e-01]
[ -2.74848596e-01 -1.80391466e-01 -1.79358706e-01 ..., -1.17086015e-01
-1.61707782e-01 -3.39658491e-01]
[ 3.89338924e-02 8.35475503e-02 -4.31012705e-02 ..., 5.31454729e-02
2.89782445e+00 -7.16692829e-02]]
Progress: 79.1% ... Training loss: 0.065 ... Validation loss: 0.139[[-0.1608915 ]
[-0.94826481]
[-1.19115473]
[-0.7683703 ]
[-0.05948499]
[ 2.61852098]
[-0.04848313]
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[ 1.01252608]
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[ 0.144361 ]
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[ 0.8689609 ]
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[ 0.14166702]
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[ 4.478139 ]
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[ 0.38491648]
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[ 4.29601386]
[-1.90430326]]
[[ -1.89479153e-02 -3.07348179e-01 2.64849997e-01 ..., -2.32820713e-01
-3.30643498e-01 2.65909994e-01]
[ 5.81200983e-02 1.44012407e-01 -3.20275757e-04 ..., -2.22766171e-01
1.59848276e+00 1.11483331e-01]
[ -6.10886710e-02 2.58836750e-01 4.66518807e-01 ..., 2.35008463e-01
-3.09158016e-01 9.64888686e-01]
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[ -1.84461130e-01 -2.39482755e-01 -3.81552823e-01 ..., 9.02613840e-02
-5.96356984e-01 -3.22519517e-01]
[ -2.74873695e-01 -1.80525321e-01 -1.79584486e-01 ..., -1.17120775e-01
-1.61042534e-01 -3.39862780e-01]
[ 3.87813968e-02 8.27032623e-02 -4.37336249e-02 ..., 5.28688846e-02
2.89813093e+00 -7.28005043e-02]]
Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16296914]
[-0.94947855]
[-1.19144424]
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[-0.06045459]
[ 2.61508154]
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[ 0.13973978]
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[ 4.47754403]
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[ 0.38244741]
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[ 4.29412835]
[-1.9064731 ]]
[[ -1.87626208e-02 -3.06285076e-01 2.66077077e-01 ..., -2.32480986e-01
-3.33729974e-01 2.67903589e-01]
[ 5.81227512e-02 1.44024724e-01 -3.16077957e-04 ..., -2.22761040e-01
1.59840937e+00 1.11498405e-01]
[ -6.08341990e-02 2.60261166e-01 4.68362426e-01 ..., 2.35487847e-01
-3.13884801e-01 9.67562844e-01]
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[ -1.84458073e-01 -2.39459555e-01 -3.81560686e-01 ..., 9.02666359e-02
-5.96804509e-01 -3.22590046e-01]
[ -2.74860074e-01 -1.80441987e-01 -1.79355108e-01 ..., -1.17091684e-01
-1.61988400e-01 -3.39534218e-01]
[ 3.87901937e-02 8.27668082e-02 -4.36851836e-02 ..., 5.28849251e-02
2.89805694e+00 -7.24892046e-02]]
Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16407353]
[-0.95016238]
[-1.19259302]
[-0.77023463]
[-0.06085242]
[ 2.61604067]
[-0.05134725]
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[ 1.0112727 ]
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[ 0.13914542]
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[ 4.47706037]
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[ 0.38201629]
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[ 4.29225354]
[-1.90614922]]
[[ -1.87922357e-02 -3.06428572e-01 2.65891810e-01 ..., -2.32553886e-01
-3.32045150e-01 2.68267610e-01]
[ 5.81354049e-02 1.44096002e-01 -2.96926811e-04 ..., -2.22739701e-01
1.59837825e+00 1.11536495e-01]
[ -6.09895046e-02 2.59378862e-01 4.67394110e-01 ..., 2.35181933e-01
-3.10714935e-01 9.66647911e-01]
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[ -1.84371357e-01 -2.38975879e-01 -3.81060295e-01 ..., 9.04303861e-02
-5.97397723e-01 -3.22253262e-01]
[ -2.74917291e-01 -1.80778211e-01 -1.79739318e-01 ..., -1.17201667e-01
-1.60778134e-01 -3.40186780e-01]
[ 3.87969964e-02 8.28141436e-02 -4.35203042e-02 ..., 5.28945998e-02
2.89794808e+00 -7.22933458e-02]]
Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.1628498 ]
[-0.94862382]
[-1.19132903]
[-0.77002085]
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[ 2.61831105]
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[ 0.38400735]
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[ 4.29393441]
[-1.90496967]]
[[ -1.88622793e-02 -3.06879918e-01 2.65589128e-01 ..., -2.32661443e-01
-3.29804470e-01 2.67983317e-01]
[ 5.81402687e-02 1.44123884e-01 -2.52540404e-04 ..., -2.22732740e-01
1.59833742e+00 1.11603150e-01]
[ -6.12403085e-02 2.57929771e-01 4.66199104e-01 ..., 2.34715464e-01
-3.06240897e-01 9.65016256e-01]
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[ -1.84364046e-01 -2.38934611e-01 -3.81061010e-01 ..., 9.04468823e-02
-5.97648082e-01 -3.22317939e-01]
[ -2.75003262e-01 -1.81282839e-01 -1.80340646e-01 ..., -1.17346696e-01
-1.58635900e-01 -3.40984267e-01]
[ 3.87815103e-02 8.27221291e-02 -4.36263477e-02 ..., 5.28685065e-02
2.89802643e+00 -7.20782232e-02]]
Progress: 79.1% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16205638]
[-0.9490099 ]
[-1.19226494]
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[ 2.61720887]
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[ 0.38344448]
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[ 4.29422262]
[-1.90619497]]
[[ -1.88475877e-02 -3.06704639e-01 2.65336224e-01 ..., -2.32606701e-01
-3.30523873e-01 2.68445867e-01]
[ 5.82830019e-02 1.44883491e-01 2.40377968e-04 ..., -2.22475909e-01
1.59802212e+00 1.13025996e-01]
[ -6.09239900e-02 2.59706528e-01 4.67368534e-01 ..., 2.35319007e-01
-3.07645835e-01 9.66866494e-01]
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[ -1.84368685e-01 -2.38931718e-01 -3.81246730e-01 ..., 9.04361567e-02
-5.96089430e-01 -3.22163585e-01]
[ -2.75038997e-01 -1.81452429e-01 -1.80521310e-01 ..., -1.17404948e-01
-1.57527663e-01 -3.41390328e-01]
[ 3.86512505e-02 8.19831390e-02 -4.45147404e-02 ..., 5.26304947e-02
2.89814752e+00 -7.28075797e-02]]
Progress: 79.1% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16034433]
[-0.94677869]
[-1.19093458]
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[-0.05721631]
[ 2.61907578]
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[ 4.47767306]
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[ 0.38545626]
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[ 4.29692123]
[-1.90508573]]
[[ -1.88012763e-02 -3.06401844e-01 2.65725297e-01 ..., -2.32513905e-01
-3.29629397e-01 2.69090160e-01]
[ 5.83313088e-02 1.45179245e-01 5.79828035e-04 ..., -2.22402078e-01
1.59805498e+00 1.13645345e-01]
[ -6.10698013e-02 2.58938902e-01 4.66535889e-01 ..., 2.35059380e-01
-3.03519256e-01 9.65419684e-01]
...,
[ -1.84385476e-01 -2.39038672e-01 -3.81317233e-01 ..., 9.04078462e-02
-5.95587656e-01 -3.22288104e-01]
[ -2.75107264e-01 -1.81871847e-01 -1.80936787e-01 ..., -1.17542183e-01
-1.57010111e-01 -3.42063128e-01]
[ 3.85503309e-02 8.13970912e-02 -4.50263189e-02 ..., 5.24535306e-02
2.89844257e+00 -7.36346793e-02]]
Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16423038]
[-0.95001956]
[-1.19380369]
[-0.77043024]
[-0.05972932]
[ 2.61668494]
[-0.05156967]
[-1.0942345 ]
[-0.52881505]
[ 1.01252601]
[-0.09608458]
[ 0.14238622]
[-0.10368453]
[-0.99841687]
[-0.29909537]
[ 0.86734875]
[-0.8385972 ]
[-0.79653364]
[-0.61914713]
[ 0.13923102]
[-0.35444959]
[ 4.47711713]
[-0.94722461]
[-1.64703292]
[ 0.38252338]
[-0.30796932]
[ 4.2909703 ]
[-1.90793474]]
[[ -1.86159598e-02 -3.05386996e-01 2.66842096e-01 ..., -2.32186889e-01
-3.33358147e-01 2.71582292e-01]
[ 5.83450536e-02 1.45258282e-01 6.33157121e-04 ..., -2.22379535e-01
1.59792383e+00 1.13749503e-01]
[ -6.09500965e-02 2.59619483e-01 4.67601549e-01 ..., 2.35280403e-01
-3.06824882e-01 9.67387504e-01]
...,
[ -1.84330709e-01 -2.38727975e-01 -3.80974604e-01 ..., 9.05082831e-02
-5.96595438e-01 -3.21699735e-01]
[ -2.75082176e-01 -1.81726156e-01 -1.80741967e-01 ..., -1.17497498e-01
-1.57400178e-01 -3.41760411e-01]
[ 3.86709558e-02 8.21004678e-02 -4.42646529e-02 ..., 5.26736686e-02
2.89833546e+00 -7.26167458e-02]]
Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16134066]
[-0.9486189 ]
[-1.19268312]
[-0.76678837]
[-0.05683946]
[ 2.61731226]
[-0.04921611]
[-1.0913453 ]
[-0.52691402]
[ 1.01339586]
[-0.09471587]
[ 0.14450354]
[-0.10066434]
[-0.99714491]
[-0.29724156]
[ 0.87018649]
[-0.83657764]
[-0.79533412]
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[ 0.14185554]
[-0.35216456]
[ 4.47700287]
[-0.94403698]
[-1.64364571]
[ 0.38377416]
[-0.30580575]
[ 4.29500147]
[-1.90733232]]
[[ -1.87150091e-02 -3.05892933e-01 2.66437896e-01 ..., -2.32355480e-01
-3.32062678e-01 2.71579369e-01]
[ 5.84005604e-02 1.45601636e-01 1.00773783e-03 ..., -2.22282238e-01
1.59801770e+00 1.14637132e-01]
[ -6.08054557e-02 2.60421961e-01 4.67848978e-01 ..., 2.35534024e-01
-3.06874159e-01 9.68356583e-01]
...,
[ -1.84279151e-01 -2.38427183e-01 -3.80474064e-01 ..., 9.06010017e-02
-5.96897020e-01 -3.21637523e-01]
[ -2.75219246e-01 -1.82498057e-01 -1.81818175e-01 ..., -1.17729230e-01
-1.55791271e-01 -3.43024360e-01]
[ 3.86585066e-02 8.20516260e-02 -4.42785539e-02 ..., 5.26517030e-02
2.89851134e+00 -7.27088334e-02]]
Progress: 79.1% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.15987283]
[-0.94749034]
[-1.18928941]
[-0.76702071]
[-0.05719142]
[ 2.61970516]
[-0.04794229]
[-1.09183863]
[-0.52531652]
[ 1.01364058]
[-0.09326168]
[ 0.14588916]
[-0.09932141]
[-0.99492214]
[-0.29557114]
[ 0.87162559]
[-0.83440568]
[-0.79243913]
[-0.61690304]
[ 0.14209789]
[-0.35105528]
[ 4.47748777]
[-0.9438173 ]
[-1.64347268]
[ 0.38589894]
[-0.30515552]
[ 4.2988368 ]
[-1.90562947]]
[[ -1.89222969e-02 -3.07084384e-01 2.65067948e-01 ..., -2.32720487e-01
-3.32294507e-01 2.69849488e-01]
[ 5.83700020e-02 1.45440352e-01 7.79817712e-04 ..., -2.22336394e-01
1.59840319e+00 1.14522770e-01]
[ -6.10836732e-02 2.58817274e-01 4.66660214e-01 ..., 2.35021916e-01
-3.06768893e-01 9.66850603e-01]
...,
[ -1.84161732e-01 -2.37742345e-01 -3.79870096e-01 ..., 9.08042686e-02
-5.98521939e-01 -3.20795934e-01]
[ -2.75289498e-01 -1.82920950e-01 -1.82358180e-01 ..., -1.17842250e-01
-1.55827300e-01 -3.43886749e-01]
[ 3.84989797e-02 8.11309589e-02 -4.52389394e-02 ..., 5.23611883e-02
2.89894216e+00 -7.45123903e-02]]
Progress: 79.1% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16077887]
[-0.94889509]
[-1.18959082]
[-0.76837024]
[-0.05803116]
[ 2.62024706]
[-0.0489856 ]
[-1.0936979 ]
[-0.52635007]
[ 1.01246366]
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[ 0.14475151]
[-0.10026289]
[-0.99526052]
[-0.29647264]
[ 0.870552 ]
[-0.83549585]
[-0.79339986]
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[ 0.14094232]
[-0.35244035]
[ 4.47763033]
[-0.94515417]
[-1.64554656]
[ 0.38527298]
[-0.30635929]
[ 4.29618281]
[-1.90577337]]
[[ -1.89507372e-02 -3.07204593e-01 2.64824837e-01 ..., -2.32765858e-01
-3.31152094e-01 2.69922566e-01]
[ 5.83945153e-02 1.45577546e-01 9.19466445e-04 ..., -2.22291660e-01
1.59825618e+00 1.14641267e-01]
[ -6.11691200e-02 2.58337948e-01 4.66227304e-01 ..., 2.34865829e-01
-3.07424820e-01 9.65860509e-01]
...,
[ -1.84096032e-01 -2.37366788e-01 -3.79485185e-01 ..., 9.09254714e-02
-5.99640659e-01 -3.20386184e-01]
[ -2.75231744e-01 -1.82590659e-01 -1.82105515e-01 ..., -1.17736524e-01
-1.56498855e-01 -3.43645421e-01]
[ 3.84432144e-02 8.08127128e-02 -4.57040515e-02 ..., 5.22587848e-02
2.89905154e+00 -7.51503243e-02]]
Progress: 79.1% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16159917]
[-0.950643 ]
[-1.19097964]
[-0.76806017]
[-0.05833924]
[ 2.61884493]
[-0.04960834]
[-1.0921268 ]
[-0.52869166]
[ 1.0115245 ]
[-0.09456781]
[ 0.14422738]
[-0.1008203 ]
[-0.99694936]
[-0.29764001]
[ 0.87014446]
[-0.8364914 ]
[-0.79462116]
[-0.61933006]
[ 0.13974 ]
[-0.35313028]
[ 4.47756991]
[-0.94502564]
[-1.64416533]
[ 0.38409996]
[-0.30775279]
[ 4.29556278]
[-1.9076562 ]]
[[ -1.90004380e-02 -3.07409444e-01 2.64811748e-01 ..., -2.32838420e-01
-3.32053505e-01 2.70158749e-01]
[ 5.83464542e-02 1.45314910e-01 7.82769706e-04 ..., -2.22376692e-01
1.59867678e+00 1.14329889e-01]
[ -6.08188202e-02 2.60337704e-01 4.68393634e-01 ..., 2.35533840e-01
-3.09657114e-01 9.69111708e-01]
...,
[ -1.84093612e-01 -2.37346984e-01 -3.79515471e-01 ..., 9.09301085e-02
-5.99619777e-01 -3.20458283e-01]
[ -2.75258964e-01 -1.82722630e-01 -1.82218423e-01 ..., -1.17785505e-01
-1.56501189e-01 -3.43921690e-01]
[ 3.84283888e-02 8.07559278e-02 -4.58221108e-02 ..., 5.22306662e-02
2.89916294e+00 -7.51175298e-02]]
Progress: 79.1% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.1553327 ]
[-0.94526735]
[-1.18449957]
[-0.7639158 ]
[-0.05457542]
[ 2.62361818]
[-0.04471498]
[-1.0903618 ]
[-0.5219407 ]
[ 1.01537134]
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[ 0.14912985]
[-0.09593897]
[-0.99170011]
[-0.29208176]
[ 0.87617082]
[-0.83003619]
[-0.78787507]
[-0.61374676]
[ 0.14403745]
[-0.34813069]
[ 4.47855937]
[-0.94069087]
[-1.64063396]
[ 0.38941832]
[-0.30359777]
[ 4.30561677]
[-1.90342116]]
[[ -1.92617583e-02 -3.08902382e-01 2.63071163e-01 ..., -2.33297069e-01
-3.29929912e-01 2.67313136e-01]
[ 5.82509069e-02 1.44748113e-01 1.68598077e-04 ..., -2.22555920e-01
1.59922827e+00 1.13331176e-01]
[ -6.12869822e-02 2.57570592e-01 4.65475906e-01 ..., 2.34677479e-01
-3.05358952e-01 9.63684052e-01]
...,
[ -1.84083879e-01 -2.37292582e-01 -3.79576194e-01 ..., 9.09432860e-02
-5.99447062e-01 -3.20523739e-01]
[ -2.75348059e-01 -1.83233835e-01 -1.82850306e-01 ..., -1.17938610e-01
-1.54192066e-01 -3.44836364e-01]
[ 3.83558772e-02 8.03492482e-02 -4.63305736e-02 ..., 5.21009118e-02
2.89921654e+00 -7.60135187e-02]]
Progress: 79.1% ... Training loss: 0.067 ... Validation loss: 0.152[[-0.16173908]
[-0.95046025]
[-1.18912636]
[-0.76911285]
[-0.0598598 ]
[ 2.61980629]
[-0.05019685]
[-1.09514392]
[-0.5273784 ]
[ 1.01139745]
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[ 0.1435074 ]
[-0.10217237]
[-0.99626292]
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[ 0.86950845]
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[-0.79350619]
[-0.61856572]
[ 0.13861792]
[-0.35341742]
[ 4.47696689]
[-0.94606426]
[-1.64621091]
[ 0.38474012]
[-0.30865694]
[ 4.29667556]
[-1.90629311]]
[[ -1.90126769e-02 -3.07445362e-01 2.64584970e-01 ..., -2.32847348e-01
-3.35770593e-01 2.69586089e-01]
[ 5.82556459e-02 1.44765336e-01 1.34007388e-04 ..., -2.22543623e-01
1.59900602e+00 1.13446651e-01]
[ -6.12028071e-02 2.58154012e-01 4.66095328e-01 ..., 2.34839161e-01
-3.09193382e-01 9.66307540e-01]
...,
[ -1.84005608e-01 -2.36823487e-01 -3.79287521e-01 ..., 9.10951615e-02
-6.01063190e-01 -3.20195250e-01]
[ -2.75284092e-01 -1.82882547e-01 -1.82486800e-01 ..., -1.17834603e-01
-1.54930208e-01 -3.44479486e-01]
[ 3.84178973e-02 8.07357371e-02 -4.61143813e-02 ..., 5.22265349e-02
2.89922334e+00 -7.57206039e-02]]
Progress: 79.1% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15931228]
[-0.94780664]
[-1.18796839]
[-0.76623551]
[-0.05749459]
[ 2.62071262]
[-0.04828992]
[-1.09304123]
[-0.5254405 ]
[ 1.01300649]
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[ 0.14510057]
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[-0.79200862]
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[ 0.14064334]
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[ 4.47750615]
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[ 0.38601554]
[-0.306358 ]
[ 4.30098048]
[-1.90546262]]
[[ -1.89109821e-02 -3.06942425e-01 2.65210473e-01 ..., -2.32659991e-01
-3.37210331e-01 2.70424542e-01]
[ 5.82376014e-02 1.44650779e-01 1.92188330e-04 ..., -2.22578238e-01
1.59902140e+00 1.13415773e-01]
[ -6.12446520e-02 2.57973733e-01 4.65429899e-01 ..., 2.34788925e-01
-3.08545712e-01 9.65417335e-01]
...,
[ -1.83998483e-01 -2.36805104e-01 -3.79443449e-01 ..., 9.11208659e-02
-6.01207995e-01 -3.20438562e-01]
[ -2.75300171e-01 -1.82990136e-01 -1.82409360e-01 ..., -1.17880309e-01
-1.55124171e-01 -3.44471956e-01]
[ 3.84098699e-02 8.06838556e-02 -4.61481136e-02 ..., 5.22032036e-02
2.89920147e+00 -7.58171991e-02]]
Progress: 79.1% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.16122264]
[-0.94910549]
[-1.18981388]
[-0.76713467]
[-0.05904264]
[ 2.6195821 ]
[-0.05003456]
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[-0.5273104 ]
[ 1.01258576]
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[ 0.1430007 ]
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[ 0.86846838]
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[ 0.13863446]
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[ 4.47670626]
[-0.9443706 ]
[-1.64441474]
[ 0.38429499]
[-0.30793051]
[ 4.29880031]
[-1.90673038]]
[[ -1.86615996e-02 -3.05513121e-01 2.66777108e-01 ..., -2.32207883e-01
-3.41941901e-01 2.72599431e-01]
[ 5.82159582e-02 1.44507899e-01 -8.77382019e-06 ..., -2.22624495e-01
1.59899630e+00 1.13300764e-01]
[ -6.11488586e-02 2.58585997e-01 4.66243548e-01 ..., 2.34988198e-01
-3.09800274e-01 9.66298318e-01]
...,
[ -1.83969791e-01 -2.36674886e-01 -3.79298132e-01 ..., 9.11796435e-02
-6.01548026e-01 -3.20238611e-01]
[ -2.75351998e-01 -1.83303976e-01 -1.82606311e-01 ..., -1.17971146e-01
-1.55469603e-01 -3.44448524e-01]
[ 3.84514737e-02 8.09245065e-02 -4.60799085e-02 ..., 5.22730280e-02
2.89909791e+00 -7.56647175e-02]]
Progress: 79.2% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16019881]
[-0.94732515]
[-1.18711549]
[-0.76660223]
[-0.05792558]
[ 2.62158311]
[-0.04895445]
[-1.0938835 ]
[-0.5250721 ]
[ 1.0134499 ]
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[ 0.14427903]
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[ 0.87009303]
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[ 0.139226 ]
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[ 4.47710799]
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[ 0.385405 ]
[-0.30591705]
[ 4.30142578]
[-1.90558838]]
[[ -1.86857414e-02 -3.05668293e-01 2.66273044e-01 ..., -2.32245379e-01
-3.42868555e-01 2.71959026e-01]
[ 5.82226621e-02 1.44536757e-01 2.48157713e-05 ..., -2.22610298e-01
1.59898112e+00 1.13559140e-01]
[ -6.13939595e-02 2.57243094e-01 4.65110779e-01 ..., 2.34524924e-01
-3.07958401e-01 9.64080843e-01]
...,
[ -1.83997739e-01 -2.36854277e-01 -3.79526938e-01 ..., 9.11236345e-02
-6.00970805e-01 -3.20483304e-01]
[ -2.75357697e-01 -1.83349054e-01 -1.82724425e-01 ..., -1.17981389e-01
-1.55654742e-01 -3.44607276e-01]
[ 3.83768852e-02 8.04604209e-02 -4.65938888e-02 ..., 5.21252299e-02
2.89929009e+00 -7.66927288e-02]]
Progress: 79.2% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16031036]
[-0.94691641]
[-1.18820288]
[-0.76524291]
[-0.05696103]
[ 2.62321738]
[-0.04820273]
[-1.0922324 ]
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[ 1.01140474]
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[ 0.14523501]
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[ 0.87095725]
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[ 0.14032338]
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[ 4.47623283]
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[-1.64371123]
[ 0.3859181 ]
[-0.3052326 ]
[ 4.3026725 ]
[-1.90594894]]
[[ -1.88867817e-02 -3.06863363e-01 2.65518920e-01 ..., -2.32612300e-01
-3.42061541e-01 2.70139468e-01]
[ 5.82087994e-02 1.44471835e-01 4.50362534e-05 ..., -2.22640853e-01
1.59918988e+00 1.13689775e-01]
[ -6.12860918e-02 2.57813738e-01 4.66150955e-01 ..., 2.34740633e-01
-3.09873073e-01 9.65181832e-01]
...,
[ -1.83922141e-01 -2.36391972e-01 -3.78935240e-01 ..., 9.12533953e-02
-6.01082074e-01 -3.19723073e-01]
[ -2.75395205e-01 -1.83554749e-01 -1.82690869e-01 ..., -1.18058030e-01
-1.56154527e-01 -3.44708258e-01]
[ 3.82547679e-02 7.97411112e-02 -4.69882793e-02 ..., 5.18995881e-02
2.89953591e+00 -7.78792106e-02]]
Progress: 79.2% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.15673974]
[-0.94456542]
[-1.18494114]
[-0.76261469]
[-0.05447247]
[ 2.62489188]
[-0.04592824]
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[ 1.0138627 ]
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[ 0.14850321]
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[ 0.14350278]
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[ 4.47661464]
[-0.94252638]
[-1.64032503]
[ 0.38882329]
[-0.30291482]
[ 4.30862553]
[-1.90485455]]
[[ -1.90219938e-02 -3.07616445e-01 2.64631526e-01 ..., -2.32832534e-01
-3.40965968e-01 2.69176804e-01]
[ 5.82278968e-02 1.44582412e-01 4.53526845e-05 ..., -2.22608858e-01
1.59926080e+00 1.13771813e-01]
[ -6.13120819e-02 2.57602724e-01 4.66506653e-01 ..., 2.34695427e-01
-3.09254284e-01 9.64633938e-01]
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[ -1.83923804e-01 -2.36391882e-01 -3.78995649e-01 ..., 9.12567986e-02
-6.00944436e-01 -3.19677844e-01]
[ -2.75451793e-01 -1.83886122e-01 -1.82939669e-01 ..., -1.18157395e-01
-1.55239559e-01 -3.45171201e-01]
[ 3.82012588e-02 7.94480420e-02 -4.73244566e-02 ..., 5.18017917e-02
2.89973054e+00 -7.80901437e-02]]
Progress: 79.2% ... Training loss: 0.065 ... Validation loss: 0.146[[-0.16370104]
[-0.95138318]
[-1.1898449 ]
[-0.7693151 ]
[-0.06080716]
[ 2.62248145]
[-0.05198827]
[-1.09692509]
[-0.52815056]
[ 1.0104502 ]
[-0.09683289]
[ 0.14186961]
[-0.10323264]
[-0.99719659]
[-0.29908143]
[ 0.86764066]
[-0.83627273]
[-0.79578138]
[-0.62041441]
[ 0.13749278]
[-0.35427324]
[ 4.4754541 ]
[-0.94774072]
[-1.64799032]
[ 0.38371204]
[-0.30951424]
[ 4.29633224]
[-1.90730296]]
[[ -1.88144544e-02 -3.06360333e-01 2.65816814e-01 ..., -2.32446342e-01
-3.41276179e-01 2.71141257e-01]
[ 5.82016846e-02 1.44413160e-01 8.21620725e-06 ..., -2.22663477e-01
1.59927359e+00 1.13615223e-01]
[ -6.13681620e-02 2.57300770e-01 4.66638482e-01 ..., 2.34579944e-01
-3.11335115e-01 9.65309910e-01]
...,
[ -1.83746129e-01 -2.35349706e-01 -3.78502112e-01 ..., 9.15958346e-02
-6.02851027e-01 -3.18314776e-01]
[ -2.75480220e-01 -1.84046566e-01 -1.83032292e-01 ..., -1.18208359e-01
-1.54715982e-01 -3.45506948e-01]
[ 3.85449736e-02 8.14942678e-02 -4.51392164e-02 ..., 5.24491162e-02
2.89942732e+00 -7.56891488e-02]]
Progress: 79.2% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.16054034]
[-0.94870247]
[-1.18802575]
[-0.76597359]
[-0.05783824]
[ 2.62283739]
[-0.04906501]
[-1.09325976]
[-0.52555337]
[ 1.01307594]
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[ 0.14523168]
[-0.10032865]
[-0.99564472]
[-0.29600857]
[ 0.87105332]
[-0.8330749 ]
[-0.79352502]
[-0.6182603 ]
[ 0.1405996 ]
[-0.35101356]
[ 4.47568356]
[-0.94574099]
[-1.64414503]
[ 0.38585133]
[-0.30675845]
[ 4.30095916]
[-1.90686647]]
[[ -1.87890838e-02 -3.06141575e-01 2.65846693e-01 ..., -2.32394746e-01
-3.39407145e-01 2.71580162e-01]
[ 5.82252418e-02 1.44550273e-01 1.45786029e-04 ..., -2.22619067e-01
1.59912716e+00 1.13699881e-01]
[ -6.12657599e-02 2.57964826e-01 4.67032338e-01 ..., 2.34764206e-01
-3.11616913e-01 9.65832025e-01]
...,
[ -1.83756489e-01 -2.35454684e-01 -3.78357953e-01 ..., 9.15717648e-02
-6.03233236e-01 -3.18269894e-01]
[ -2.75581345e-01 -1.84537054e-01 -1.83698137e-01 ..., -1.18385497e-01
-1.52572459e-01 -3.46251558e-01]
[ 3.85122200e-02 8.12792293e-02 -4.52437104e-02 ..., 5.23881041e-02
2.89944679e+00 -7.57765870e-02]]
Progress: 79.2% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16342759]
[-0.95158766]
[-1.19100716]
[-0.76857101]
[-0.06088792]
[ 2.62189279]
[-0.05192632]
[-1.09675893]
[-0.52818636]
[ 1.0102555 ]
[-0.09676678]
[ 0.14161179]
[-0.10404275]
[-0.99736444]
[-0.29916663]
[ 0.86664019]
[-0.83617179]
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[-0.62161444]
[ 0.13752089]
[-0.35452256]
[ 4.47488594]
[-0.94767842]
[-1.64803065]
[ 0.38362427]
[-0.30951168]
[ 4.29653968]
[-1.90736813]]
[[ -1.86394832e-02 -3.05341993e-01 2.66424822e-01 ..., -2.32127105e-01
-3.43214014e-01 2.72519494e-01]
[ 5.82189987e-02 1.44513504e-01 1.49445008e-04 ..., -2.22630462e-01
1.59914744e+00 1.13631260e-01]
[ -6.13368320e-02 2.57576372e-01 4.66890520e-01 ..., 2.34633461e-01
-3.11590994e-01 9.65137791e-01]
...,
[ -1.83649144e-01 -2.34860786e-01 -3.77773520e-01 ..., 9.17731697e-02
-6.04825381e-01 -3.18022752e-01]
[ -2.75543886e-01 -1.84340692e-01 -1.83606557e-01 ..., -1.18315168e-01
-1.53345844e-01 -3.45959823e-01]
[ 3.84722686e-02 8.10357927e-02 -4.55398407e-02 ..., 5.23129994e-02
2.89964500e+00 -7.63464562e-02]]
Progress: 79.2% ... Training loss: 0.063 ... Validation loss: 0.136[[-0.15845872]
[-0.94734219]
[-1.18743864]
[-0.76356333]
[-0.0564192 ]
[ 2.62362588]
[-0.04741234]
[-1.09194586]
[-0.52363541]
[ 1.01344134]
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[ 0.14616011]
[-0.09943615]
[-0.99477605]
[-0.29408731]
[ 0.87233095]
[-0.83142185]
[-0.79288872]
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[ 0.14208483]
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[ 4.47635585]
[-0.94370235]
[-1.6431612 ]
[ 0.38701655]
[-0.30503216]
[ 4.30394199]
[-1.90580297]]
[[ -1.88770572e-02 -3.06677631e-01 2.65379984e-01 ..., -2.32566432e-01
-3.40019642e-01 2.71030750e-01]
[ 5.82611689e-02 1.44749530e-01 3.13812420e-04 ..., -2.22551563e-01
1.59871693e+00 1.14039481e-01]
[ -6.13340141e-02 2.57534168e-01 4.66529449e-01 ..., 2.34621551e-01
-3.11996606e-01 9.64139547e-01]
...,
[ -1.83765493e-01 -2.35490457e-01 -3.78402073e-01 ..., 9.15684664e-02
-6.02946785e-01 -3.18823546e-01]
[ -2.75602575e-01 -1.84635963e-01 -1.83798152e-01 ..., -1.18434110e-01
-1.52237321e-01 -3.46266778e-01]
[ 3.84663831e-02 8.10090823e-02 -4.56042199e-02 ..., 5.22973764e-02
2.89960417e+00 -7.62583369e-02]]
Progress: 79.2% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16224854]
[-0.95113685]
[-1.19058405]
[-0.76680326]
[-0.05980048]
[ 2.62153385]
[-0.05078793]
[-1.09408104]
[-0.52751481]
[ 1.01137515]
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[ 0.14290927]
[-0.1033885 ]
[-0.99764706]
[-0.29793115]
[ 0.86822051]
[-0.83529745]
[-0.79578245]
[-0.62006687]
[ 0.13875774]
[-0.3529317 ]
[ 4.47526019]
[-0.94654613]
[-1.64615212]
[ 0.38425028]
[-0.30873027]
[ 4.29776556]
[-1.90786514]]
[[ -1.87019493e-02 -3.05645728e-01 2.66304070e-01 ..., -2.32255070e-01
-3.43580419e-01 2.72678671e-01]
[ 5.83323444e-02 1.45183820e-01 7.43893243e-04 ..., -2.22412974e-01
1.59766779e+00 1.14884861e-01]
[ -6.11832886e-02 2.58441255e-01 4.67829978e-01 ..., 2.34932787e-01
-3.14647820e-01 9.66350666e-01]
...,
[ -1.83771669e-01 -2.35556136e-01 -3.78444500e-01 ..., 9.15553074e-02
-6.03293729e-01 -3.19007812e-01]
[ -2.75582917e-01 -1.84526319e-01 -1.83693116e-01 ..., -1.18401123e-01
-1.52022076e-01 -3.46322691e-01]
[ 3.85414629e-02 8.14947163e-02 -4.52352768e-02 ..., 5.24314436e-02
2.89951869e+00 -7.56051168e-02]]
Progress: 79.2% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.15820767]
[-0.94793986]
[-1.187575 ]
[-0.76383101]
[-0.05664027]
[ 2.62402536]
[-0.04769846]
[-1.0924886 ]
[-0.52375084]
[ 1.01342457]
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[ 0.14623001]
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[-0.29401492]
[ 0.87222353]
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[ 0.14221606]
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[ 4.47575475]
[-0.94367088]
[-1.64355719]
[ 0.38744092]
[-0.30523113]
[ 4.30358798]
[-1.90550518]]
[[ -1.88468771e-02 -3.06387610e-01 2.65437450e-01 ..., -2.32499860e-01
-3.40592800e-01 2.71723829e-01]
[ 5.83076579e-02 1.45059937e-01 5.95025038e-04 ..., -2.22456630e-01
1.59806245e+00 1.14770140e-01]
[ -6.13912336e-02 2.57155864e-01 4.66671227e-01 ..., 2.34545091e-01
-3.11145445e-01 9.63484900e-01]
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[ -1.83808984e-01 -2.35755032e-01 -3.78692588e-01 ..., 9.14935166e-02
-6.02113512e-01 -3.19559485e-01]
[ -2.75642590e-01 -1.84868849e-01 -1.83971871e-01 ..., -1.18518283e-01
-1.51437522e-01 -3.46639993e-01]
[ 3.84421988e-02 8.09397971e-02 -4.57442230e-02 ..., 5.22553270e-02
2.89964129e+00 -7.66024119e-02]]
Progress: 79.2% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16452144]
[-0.95456934]
[-1.19283938]
[-0.76880408]
[-0.0613288 ]
[ 2.61967234]
[-0.05361084]
[-1.09575821]
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[ 1.00946866]
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[ 0.14048197]
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[-0.3001395 ]
[ 0.86533242]
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[-0.62216072]
[ 0.13695032]
[-0.35507215]
[ 4.47387098]
[-0.94886967]
[-1.64747068]
[ 0.38221477]
[-0.31090124]
[ 4.29267823]
[-1.90982221]]
[[ -1.85693491e-02 -3.04765418e-01 2.67148846e-01 ..., -2.31962183e-01
-3.44453689e-01 2.74103676e-01]
[ 5.83238387e-02 1.45142113e-01 5.08642853e-04 ..., -2.22418499e-01
1.59852464e+00 1.14921749e-01]
[ -6.10082368e-02 2.59359750e-01 4.69491998e-01 ..., 2.35299150e-01
-3.13155215e-01 9.67768572e-01]
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[ -1.83730454e-01 -2.35304965e-01 -3.78382539e-01 ..., 9.16529061e-02
-6.01420211e-01 -3.19063603e-01]
[ -2.75506800e-01 -1.84068827e-01 -1.83124893e-01 ..., -1.18269960e-01
-1.52920619e-01 -3.45113813e-01]
[ 3.85078006e-02 8.13250542e-02 -4.52508740e-02 ..., 5.23802307e-02
2.89940695e+00 -7.62098991e-02]]
Progress: 79.2% ... Training loss: 0.065 ... Validation loss: 0.137[[-0.15677074]
[-0.94887135]
[-1.18730066]
[-0.76192498]
[-0.05499146]
[ 2.62318631]
[-0.04738967]
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[ 1.01342666]
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[ 0.14673711]
[-0.09929979]
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[ 0.87279001]
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[ 0.14331209]
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[ 4.47538914]
[-0.9420704 ]
[-1.63999361]
[ 0.38758463]
[-0.30528441]
[ 4.30418666]
[-1.90641815]]
[[ -1.89424506e-02 -3.06770347e-01 2.65044608e-01 ..., -2.32605057e-01
-3.38657478e-01 2.70979661e-01]
[ 5.83231611e-02 1.45134411e-01 3.86949212e-04 ..., -2.22419315e-01
1.59856073e+00 1.14924224e-01]
[ -6.10157906e-02 2.59222496e-01 4.68366810e-01 ..., 2.35295418e-01
-3.12146888e-01 9.65148330e-01]
...,
[ -1.83761915e-01 -2.35459601e-01 -3.78515195e-01 ..., 9.15986133e-02
-6.00897996e-01 -3.19009060e-01]
[ -2.75631483e-01 -1.84748894e-01 -1.83869860e-01 ..., -1.18482004e-01
-1.51472389e-01 -3.46077317e-01]
[ 3.85177860e-02 8.13779285e-02 -4.52467211e-02 ..., 5.24018145e-02
2.89938753e+00 -7.61081048e-02]]
Progress: 79.2% ... Training loss: 0.063 ... Validation loss: 0.143[[-0.1611925 ]
[-0.95230856]
[-1.19076019]
[-0.76484431]
[-0.05829607]
[ 2.62166446]
[-0.05034542]
[-1.09284668]
[-0.52746052]
[ 1.010138 ]
[-0.09451877]
[ 0.14284933]
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[ 0.86798155]
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[ 0.13953451]
[-0.35304007]
[ 4.47461716]
[-0.94499298]
[-1.64403126]
[ 0.38452044]
[-0.30832937]
[ 4.29774189]
[-1.90770657]]
[[ -1.87532768e-02 -3.05716929e-01 2.65864861e-01 ..., -2.32254700e-01
-3.40103175e-01 2.72499359e-01]
[ 5.83341426e-02 1.45202918e-01 4.54975882e-04 ..., -2.22399014e-01
1.59855882e+00 1.14915146e-01]
[ -6.10258240e-02 2.59264255e-01 4.68517889e-01 ..., 2.35282170e-01
-3.12495021e-01 9.65922353e-01]
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[ -1.83715517e-01 -2.35203232e-01 -3.78228532e-01 ..., 9.16794139e-02
-6.00791248e-01 -3.18906155e-01]
[ -2.75672997e-01 -1.85008895e-01 -1.84254499e-01 ..., -1.18566972e-01
-1.51668834e-01 -3.46522535e-01]
[ 3.85772216e-02 8.17343842e-02 -4.48496942e-02 ..., 5.25186917e-02
2.89928616e+00 -7.54980881e-02]]
Progress: 79.2% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16452049]
[-0.95632821]
[-1.19377552]
[-0.7680998 ]
[-0.06158984]
[ 2.62013967]
[-0.05351199]
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[ 1.00885675]
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[ 0.13905045]
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[ 0.86364864]
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[ 0.13618563]
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[ 4.47393761]
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[ 0.3817315 ]
[-0.31146556]
[ 4.29057495]
[-1.90898491]]
[[ -1.85662641e-02 -3.04618474e-01 2.67174327e-01 ..., -2.31920712e-01
-3.41085599e-01 2.73887446e-01]
[ 5.82763238e-02 1.44891762e-01 3.53381470e-04 ..., -2.22493802e-01
1.59892534e+00 1.14609036e-01]
[ -6.09655947e-02 2.59589237e-01 4.68622284e-01 ..., 2.35379033e-01
-3.10874873e-01 9.66008809e-01]
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[ -1.83732430e-01 -2.35304486e-01 -3.78528060e-01 ..., 9.16425687e-02
-6.00279476e-01 -3.19023202e-01]
[ -2.75611319e-01 -1.84701023e-01 -1.83970472e-01 ..., -1.18458404e-01
-1.52116142e-01 -3.46201749e-01]
[ 3.87404925e-02 8.26498006e-02 -4.38811265e-02 ..., 5.28218307e-02
2.89908677e+00 -7.38495109e-02]]
Progress: 79.2% ... Training loss: 0.065 ... Validation loss: 0.138[[-0.15837609]
[-0.9516585 ]
[-1.19037929]
[-0.76194765]
[-0.05642733]
[ 2.62117022]
[-0.04811484]
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[ 1.01358876]
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[ 0.14409334]
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[ 0.86975655]
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[ 0.14086111]
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[ 4.47427905]
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[ 0.38556915]
[-0.30588351]
[ 4.29894407]
[-1.90750245]]
[[ -1.85850632e-02 -3.04673809e-01 2.67155755e-01 ..., -2.31943028e-01
-3.38796107e-01 2.74153644e-01]
[ 5.82558149e-02 1.44787983e-01 2.28841915e-04 ..., -2.22527999e-01
1.59921947e+00 1.14540280e-01]
[ -6.09258661e-02 2.59788701e-01 4.68719591e-01 ..., 2.35453789e-01
-3.09181607e-01 9.65263855e-01]
...,
[ -1.83962485e-01 -2.36568440e-01 -3.79880010e-01 ..., 9.12387656e-02
-5.96349711e-01 -3.20923677e-01]
[ -2.75599284e-01 -1.84614812e-01 -1.83881313e-01 ..., -1.18434756e-01
-1.51861993e-01 -3.46633959e-01]
[ 3.86793306e-02 8.23183281e-02 -4.41225302e-02 ..., 5.27028597e-02
2.89900087e+00 -7.41552710e-02]]
Progress: 79.2% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.15996897]
[-0.95224106]
[-1.19096763]
[-0.76386814]
[-0.05806813]
[ 2.62163145]
[-0.04954324]
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[ 1.01364371]
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[ 0.1435317 ]
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[ 0.86933461]
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[ 0.13991392]
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[ 4.47436945]
[-0.94380229]
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[ 0.38476094]
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[ 4.29671613]
[-1.90860433]]
[[ -1.84934221e-02 -3.04202045e-01 2.67759047e-01 ..., -2.31779397e-01
-3.40364267e-01 2.74613751e-01]
[ 5.83038349e-02 1.45057068e-01 5.61457560e-04 ..., -2.22438385e-01
1.59911494e+00 1.15045511e-01]
[ -6.10146550e-02 2.59308188e-01 4.68546370e-01 ..., 2.35285285e-01
-3.08420098e-01 9.65590924e-01]
...,
[ -1.83940634e-01 -2.36472767e-01 -3.79840067e-01 ..., 9.12774515e-02
-5.96743767e-01 -3.20815571e-01]
[ -2.75524475e-01 -1.84190743e-01 -1.83500148e-01 ..., -1.18298083e-01
-1.52255452e-01 -3.46385784e-01]
[ 3.86038313e-02 8.18781223e-02 -4.47072682e-02 ..., 5.25626492e-02
2.89917179e+00 -7.46814181e-02]]
Progress: 79.3% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15887241]
[-0.95145347]
[-1.18845092]
[-0.76460987]
[-0.05762962]
[ 2.62266592]
[-0.04881649]
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[ 1.01516148]
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[ 0.14473105]
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[ 0.87155602]
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[ 0.1410897 ]
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[ 4.47639423]
[-0.94453793]
[-1.64472073]
[ 0.38605766]
[-0.30549943]
[ 4.2984018 ]
[-1.9075024 ]]
[[ -1.86750458e-02 -3.05286718e-01 2.66231008e-01 ..., -2.32091455e-01
-3.37702218e-01 2.72466019e-01]
[ 5.83071797e-02 1.45080191e-01 5.68700114e-04 ..., -2.22434001e-01
1.59940253e+00 1.15007159e-01]
[ -6.11417891e-02 2.58539589e-01 4.68004844e-01 ..., 2.35060439e-01
-3.04963825e-01 9.64189979e-01]
...,
[ -1.83934660e-01 -2.36433884e-01 -3.79907955e-01 ..., 9.12938468e-02
-5.97145332e-01 -3.21021776e-01]
[ -2.75556795e-01 -1.84377176e-01 -1.83893870e-01 ..., -1.18349733e-01
-1.52320302e-01 -3.46856339e-01]
[ 3.85383379e-02 8.14975949e-02 -4.50878961e-02 ..., 5.24555191e-02
2.89936545e+00 -7.51425256e-02]]
Progress: 79.3% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16099638]
[-0.95324272]
[-1.19060506]
[-0.7652714 ]
[-0.05815261]
[ 2.62099306]
[-0.04979183]
[-1.09301755]
[-0.52706807]
[ 1.01340785]
[-0.09263947]
[ 0.14314726]
[-0.1022252 ]
[-0.99676392]
[-0.29754538]
[ 0.8696013 ]
[-0.83447496]
[-0.79464723]
[-0.61928557]
[ 0.13918027]
[-0.35096773]
[ 4.47558382]
[-0.94508625]
[-1.64576921]
[ 0.38504594]
[-0.30709303]
[ 4.29593542]
[-1.9085424 ]]
[[ -1.86059934e-02 -3.04839078e-01 2.66791107e-01 ..., -2.31944642e-01
-3.38521876e-01 2.73320884e-01]
[ 5.81795594e-02 1.44324574e-01 -3.36378278e-04 ..., -2.22658330e-01
1.60054695e+00 1.13634097e-01]
[ -6.09588177e-02 2.59589590e-01 4.69109569e-01 ..., 2.35431251e-01
-3.08276289e-01 9.65802301e-01]
...,
[ -1.83843730e-01 -2.35896178e-01 -3.79230111e-01 ..., 9.14610708e-02
-5.98832135e-01 -3.20227868e-01]
[ -2.75553412e-01 -1.84370811e-01 -1.83986065e-01 ..., -1.18353422e-01
-1.52603548e-01 -3.46799231e-01]
[ 3.85866229e-02 8.18062491e-02 -4.46028887e-02 ..., 5.25478889e-02
2.89937364e+00 -7.45633521e-02]]
Progress: 79.3% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16097764]
[-0.95326467]
[-1.19080487]
[-0.76489722]
[-0.05812497]
[ 2.62315404]
[-0.04904546]
[-1.0935766 ]
[-0.5267053 ]
[ 1.01217906]
[-0.09314415]
[ 0.14322673]
[-0.10146922]
[-0.99525398]
[-0.29767705]
[ 0.86971005]
[-0.83493112]
[-0.79582995]
[-0.61969729]
[ 0.13926701]
[-0.35158165]
[ 4.47482132]
[-0.9446494 ]
[-1.64703347]
[ 0.38548564]
[-0.30631042]
[ 4.29619912]
[-1.90798255]]
[[ -1.87563493e-02 -3.05675523e-01 2.65917958e-01 ..., -2.32237788e-01
-3.35940082e-01 2.71920327e-01]
[ 5.80992976e-02 1.43851155e-01 -8.34855727e-04 ..., -2.22810366e-01
1.60186187e+00 1.12903569e-01]
[ -6.10936711e-02 2.58757526e-01 4.68185219e-01 ..., 2.35175622e-01
-3.08251983e-01 9.64611297e-01]
...,
[ -1.83912031e-01 -2.36282342e-01 -3.79551478e-01 ..., 9.13418587e-02
-5.97595491e-01 -3.20775487e-01]
[ -2.75592007e-01 -1.84565244e-01 -1.84228062e-01 ..., -1.18420669e-01
-1.52184689e-01 -3.46892905e-01]
[ 3.86430959e-02 8.21445749e-02 -4.43802103e-02 ..., 5.26545354e-02
2.89939927e+00 -7.42209290e-02]]
Progress: 79.3% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16141055]
[-0.95376151]
[-1.19146024]
[-0.76518271]
[-0.05929051]
[ 2.62453546]
[-0.04893623]
[-1.09540185]
[-0.52680194]
[ 1.01178296]
[-0.09335319]
[ 0.14191326]
[-0.10211474]
[-0.9942482 ]
[-0.29892567]
[ 0.86750211]
[-0.83543912]
[-0.79660025]
[-0.62146886]
[ 0.13831338]
[-0.35315362]
[ 4.47483105]
[-0.94326129]
[-1.64954522]
[ 0.38525008]
[-0.30641512]
[ 4.29525867]
[-1.90739926]]
[[ -1.86760829e-02 -3.05267052e-01 2.66635523e-01 ..., -2.32090908e-01
-3.37430845e-01 2.72312911e-01]
[ 5.80364162e-02 1.43512331e-01 -1.20015225e-03 ..., -2.22914349e-01
1.60286214e+00 1.12434188e-01]
[ -6.13253865e-02 2.57436837e-01 4.66688151e-01 ..., 2.34766514e-01
-3.04976235e-01 9.62940892e-01]
...,
[ -1.83878040e-01 -2.36115253e-01 -3.79417099e-01 ..., 9.14113690e-02
-5.98633142e-01 -3.20628308e-01]
[ -2.75572544e-01 -1.84463589e-01 -1.84017014e-01 ..., -1.18393058e-01
-1.52217718e-01 -3.46811115e-01]
[ 3.87102095e-02 8.24997422e-02 -4.39617432e-02 ..., 5.27813309e-02
2.89936831e+00 -7.42894689e-02]]
Progress: 79.3% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16443848]
[-0.9571299 ]
[-1.19648936]
[-0.76576634]
[-0.06007169]
[ 2.62188531]
[-0.05115744]
[-1.09512042]
[-0.53105631]
[ 1.00893753]
[-0.09560683]
[ 0.13917863]
[-0.1050968 ]
[-0.9972677 ]
[-0.30271831]
[ 0.86360545]
[-0.83973578]
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[-0.62542125]
[ 0.13563382]
[-0.35680582]
[ 4.47359787]
[-0.94381918]
[-1.65105701]
[ 0.38201216]
[-0.30907403]
[ 4.28923388]
[-1.90987111]]
[[ -1.85449164e-02 -3.04423450e-01 2.67806581e-01 ..., -2.31857371e-01
-3.38283881e-01 2.73559882e-01]
[ 5.79975033e-02 1.43304570e-01 -1.29154887e-03 ..., -2.22983210e-01
1.60325199e+00 1.12184278e-01]
[ -6.09581035e-02 2.59582002e-01 4.68602656e-01 ..., 2.35449036e-01
-3.07377757e-01 9.66333322e-01]
...,
[ -1.83910682e-01 -2.36301937e-01 -3.79626222e-01 ..., 9.13501771e-02
-5.98137447e-01 -3.20904236e-01]
[ -2.75512754e-01 -1.84123065e-01 -1.83586387e-01 ..., -1.18288211e-01
-1.52814155e-01 -3.46341652e-01]
[ 3.88617276e-02 8.33609580e-02 -4.29839062e-02 ..., 5.30684469e-02
2.89895823e+00 -7.30191259e-02]]
Progress: 79.3% ... Training loss: 0.065 ... Validation loss: 0.139[[-0.15742082]
[-0.95035352]
[-1.19054052]
[-0.7602275 ]
[-0.05418794]
[ 2.62683644]
[-0.04491181]
[-1.09079725]
[-0.52334853]
[ 1.01342128]
[-0.08904935]
[ 0.14522858]
[-0.09848285]
[-0.99237127]
[-0.29547722]
[ 0.87114675]
[-0.83244445]
[-0.79638882]
[-0.61868438]
[ 0.14173116]
[-0.3509563 ]
[ 4.47593767]
[-0.93908176]
[-1.64527329]
[ 0.38733626]
[-0.30210211]
[ 4.30115887]
[-1.90592226]]
[[ -1.88631727e-02 -3.06223608e-01 2.65845138e-01 ..., -2.32444340e-01
-3.34533766e-01 2.70715528e-01]
[ 5.79707908e-02 1.43160751e-01 -1.39093409e-03 ..., -2.23033111e-01
1.60373130e+00 1.11905821e-01]
[ -6.12925126e-02 2.57546241e-01 4.66229890e-01 ..., 2.34781035e-01
-3.01680243e-01 9.61682989e-01]
...,
[ -1.84053861e-01 -2.37046146e-01 -3.80533465e-01 ..., 9.10990237e-02
-5.96282364e-01 -3.21802223e-01]
[ -2.75517165e-01 -1.84160739e-01 -1.83611303e-01 ..., -1.18298049e-01
-1.53198571e-01 -3.46408104e-01]
[ 3.87762742e-02 8.28825356e-02 -4.35540324e-02 ..., 5.29011961e-02
2.89919105e+00 -7.39349076e-02]]
Progress: 79.3% ... Training loss: 0.065 ... Validation loss: 0.146[[-0.16283092]
[-0.95511294]
[-1.1934007 ]
[-0.76473055]
[-0.05844918]
[ 2.62163105]
[-0.05035549]
[-1.09379051]
[-0.52792756]
[ 1.01118333]
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[ 0.14078349]
[-0.10444318]
[-0.99763556]
[-0.30030039]
[ 0.86593407]
[-0.83717617]
[-0.79989471]
[-0.62212326]
[ 0.13737867]
[-0.35513999]
[ 4.47528946]
[-0.9444772 ]
[-1.64802512]
[ 0.38253567]
[-0.30697694]
[ 4.29327356]
[-1.90966305]]
[[ -1.86833623e-02 -3.05170572e-01 2.66687648e-01 ..., -2.32111924e-01
-3.36254224e-01 2.72614243e-01]
[ 5.79628738e-02 1.43116429e-01 -1.39010470e-03 ..., -2.23047550e-01
1.60381179e+00 1.11727113e-01]
[ -6.09678753e-02 2.59491481e-01 4.68578366e-01 ..., 2.35398003e-01
-3.05132458e-01 9.65631389e-01]
...,
[ -1.84018735e-01 -2.36836396e-01 -3.80403704e-01 ..., 9.11680474e-02
-5.97079174e-01 -3.21382762e-01]
[ -2.75544947e-01 -1.84389706e-01 -1.83806621e-01 ..., -1.18361198e-01
-1.53046471e-01 -3.46995680e-01]
[ 3.89589722e-02 8.39560135e-02 -4.24542337e-02 ..., 5.32418042e-02
2.89883138e+00 -7.20159679e-02]]
Progress: 79.3% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.1602508 ]
[-0.95337183]
[-1.19077805]
[-0.76433176]
[-0.05850669]
[ 2.62551071]
[-0.04859457]
[-1.09508436]
[-0.52407384]
[ 1.01294941]
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[ 0.14211994]
[-0.10298565]
[-0.99362477]
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[ 0.86775566]
[-0.83518311]
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[-0.61994302]
[ 0.13896931]
[-0.35340443]
[ 4.47584569]
[-0.94233503]
[-1.64863814]
[ 0.38524756]
[-0.30557662]
[ 4.29615127]
[-1.90689247]]
[[ -1.88712814e-02 -3.06211666e-01 2.64949241e-01 ..., -2.32452217e-01
-3.31602977e-01 2.71015032e-01]
[ 5.80254968e-02 1.43477755e-01 -1.04027953e-03 ..., -2.22928486e-01
1.60269706e+00 1.12343985e-01]
[ -6.14560200e-02 2.56653138e-01 4.65465968e-01 ..., 2.34497918e-01
-2.99012797e-01 9.61056664e-01]
...,
[ -1.84110187e-01 -2.37362292e-01 -3.81005129e-01 ..., 9.09998141e-02
-5.95295596e-01 -3.22160392e-01]
[ -2.75560285e-01 -1.84479571e-01 -1.84146374e-01 ..., -1.18410641e-01
-1.50454553e-01 -3.47065111e-01]
[ 3.90708026e-02 8.46330333e-02 -4.21269380e-02 ..., 5.34417858e-02
2.89874607e+00 -7.13213823e-02]]
Progress: 79.3% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16419357]
[-0.95648039]
[-1.19445767]
[-0.76550542]
[-0.06045967]
[ 2.62168882]
[-0.05221 ]
[-1.09551622]
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[ 1.01138415]
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[ 0.1387531 ]
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[ 0.86376499]
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[ 0.13597403]
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[ 4.47437858]
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[-1.65077929]
[ 0.3809663 ]
[-0.3080568 ]
[ 4.28910669]
[-1.90930184]]
[[ -1.85319144e-02 -3.04315607e-01 2.67430520e-01 ..., -2.31859463e-01
-3.34215607e-01 2.73612585e-01]
[ 5.81210850e-02 1.44003800e-01 -4.78268024e-04 ..., -2.22754960e-01
1.60215268e+00 1.13219173e-01]
[ -6.11680354e-02 2.58321830e-01 4.67416869e-01 ..., 2.35040011e-01
-3.00607223e-01 9.63825408e-01]
...,
[ -1.84143588e-01 -2.37566392e-01 -3.81256723e-01 ..., 9.09435075e-02
-5.94717962e-01 -3.22455607e-01]
[ -2.75561981e-01 -1.84488617e-01 -1.84100265e-01 ..., -1.18418516e-01
-1.50302302e-01 -3.47120897e-01]
[ 3.90851551e-02 8.47098819e-02 -4.19392595e-02 ..., 5.34641048e-02
2.89868083e+00 -7.11983469e-02]]
Progress: 79.3% ... Training loss: 0.064 ... Validation loss: 0.139[[-0.15972818]
[-0.95262861]
[-1.19215134]
[-0.76111961]
[-0.05668669]
[ 2.62462801]
[-0.04782503]
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[ 1.01327267]
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[ 0.14258841]
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[ 0.86813075]
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[-0.79876659]
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[ 0.13974225]
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[ 4.47497166]
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[-1.64731448]
[ 0.38391971]
[-0.30368022]
[ 4.29545697]
[-1.90704336]]
[[ -1.86524286e-02 -3.04962279e-01 2.66790985e-01 ..., -2.32094670e-01
-3.31788987e-01 2.72928660e-01]
[ 5.81813219e-02 1.44296497e-01 -1.85464868e-04 ..., -2.22641913e-01
1.60194391e+00 1.13852258e-01]
[ -6.12548936e-02 2.57711936e-01 4.66061019e-01 ..., 2.34866930e-01
-2.95064765e-01 9.62326062e-01]
...,
[ -1.84201887e-01 -2.37889440e-01 -3.81574430e-01 ..., 9.08367967e-02
-5.93985814e-01 -3.23010277e-01]
[ -2.75656090e-01 -1.85033137e-01 -1.84653099e-01 ..., -1.18596438e-01
-1.47770407e-01 -3.47996132e-01]
[ 3.89166452e-02 8.37431958e-02 -4.25449183e-02 ..., 5.31489275e-02
2.89878602e+00 -7.23535392e-02]]
Progress: 79.3% ... Training loss: 0.063 ... Validation loss: 0.142[[-0.15996632]
[-0.95334997]
[-1.19198751]
[-0.76134744]
[-0.05768249]
[ 2.62285622]
[-0.04906681]
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[ 1.01269114]
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[ 0.14183057]
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[ 0.86688337]
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[ 0.13882927]
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[ 4.47384155]
[-0.94104022]
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[ 0.38299789]
[-0.30538766]
[ 4.29544037]
[-1.90704286]]
[[ -1.85116798e-02 -3.04089452e-01 2.67338546e-01 ..., -2.31807114e-01
-3.35412663e-01 2.74190861e-01]
[ 5.81562252e-02 1.44162663e-01 -3.19366227e-04 ..., -2.22682604e-01
1.60229332e+00 1.13653319e-01]
[ -6.11589055e-02 2.58191781e-01 4.66598540e-01 ..., 2.35027310e-01
-2.98095423e-01 9.62523277e-01]
...,
[ -1.84144260e-01 -2.37571827e-01 -3.81153945e-01 ..., 9.09436235e-02
-5.94917972e-01 -3.22749484e-01]
[ -2.75727048e-01 -1.85426029e-01 -1.84923307e-01 ..., -1.18720641e-01
-1.46712626e-01 -3.48737582e-01]
[ 3.88859084e-02 8.35525030e-02 -4.27454304e-02 ..., 5.30913810e-02
2.89883557e+00 -7.25357885e-02]]
Progress: 79.3% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.15754192]
[-0.95103911]
[-1.18874165]
[-0.760308 ]
[-0.05697971]
[ 2.623933 ]
[-0.04761637]
[-1.09173278]
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[ 1.01538433]
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[ 0.1436601 ]
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[ 0.86889438]
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[ 0.14058977]
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[ 4.47442694]
[-0.93893633]
[-1.64413569]
[ 0.38452719]
[-0.30369398]
[ 4.29992716]
[-1.9058482 ]]
[[ -1.85763085e-02 -3.04415331e-01 2.67132441e-01 ..., -2.31928020e-01
-3.34089684e-01 2.73558553e-01]
[ 5.81601360e-02 1.44184833e-01 -2.84287450e-04 ..., -2.22675589e-01
1.60226387e+00 1.13697955e-01]
[ -6.12696017e-02 2.57552638e-01 4.65906178e-01 ..., 2.34817686e-01
-2.98144823e-01 9.61327017e-01]
...,
[ -1.84170119e-01 -2.37729015e-01 -3.81336187e-01 ..., 9.08955385e-02
-5.94694763e-01 -3.23174373e-01]
[ -2.75709703e-01 -1.85308758e-01 -1.84986661e-01 ..., -1.18682081e-01
-1.46784628e-01 -3.48636315e-01]
[ 3.88293584e-02 8.32245418e-02 -4.30831895e-02 ..., 5.29858106e-02
2.89885525e+00 -7.27451593e-02]]
Progress: 79.3% ... Training loss: 0.063 ... Validation loss: 0.143[[-0.16401552]
[-0.95717477]
[-1.19285558]
[-0.76639457]
[-0.06288672]
[ 2.62176473]
[-0.05307312]
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[ 1.01067895]
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[ 0.13405644]
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[ 4.47162432]
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[ 0.38031165]
[-0.31061185]
[ 4.28937411]
[-1.90870735]]
[[ -1.83174864e-02 -3.02929441e-01 2.68614979e-01 ..., -2.31432666e-01
-3.38977142e-01 2.75231502e-01]
[ 5.80552545e-02 1.43537473e-01 -1.05348887e-03 ..., -2.22862716e-01
1.60315076e+00 1.12458050e-01]
[ -6.12262243e-02 2.57924406e-01 4.66639288e-01 ..., 2.34955963e-01
-3.01675683e-01 9.62627602e-01]
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[ -1.83935685e-01 -2.36381792e-01 -3.79825983e-01 ..., 9.13272142e-02
-5.96549361e-01 -3.21410831e-01]
[ -2.75627720e-01 -1.84821055e-01 -1.84364770e-01 ..., -1.18512939e-01
-1.48165869e-01 -3.47880504e-01]
[ 3.88456272e-02 8.33415836e-02 -4.29274172e-02 ..., 5.30090413e-02
2.89900049e+00 -7.29494288e-02]]
Progress: 79.3% ... Training loss: 0.065 ... Validation loss: 0.138[[-0.15594609]
[-0.95181502]
[-1.18807619]
[-0.75992891]
[-0.05747637]
[ 2.62433274]
[-0.04662798]
[-1.09211841]
[-0.52232597]
[ 1.01538827]
[-0.08915562]
[ 0.14423547]
[-0.09994335]
[-0.99174189]
[-0.29726067]
[ 0.86864398]
[-0.83146742]
[-0.79211352]
[-0.61987022]
[ 0.14076664]
[-0.34982615]
[ 4.47415299]
[-0.93623202]
[-1.64275296]
[ 0.38579744]
[-0.3056946 ]
[ 4.30237659]
[-1.90562321]]
[[ -1.87528902e-02 -3.05331957e-01 2.66550322e-01 ..., -2.32174896e-01
-3.35606583e-01 2.72223421e-01]
[ 5.80022227e-02 1.43231220e-01 -1.46043334e-03 ..., -2.22964543e-01
1.60337226e+00 1.11751882e-01]
[ -6.11099344e-02 2.58458079e-01 4.66682865e-01 ..., 2.35146469e-01
-3.03426265e-01 9.61412559e-01]
...,
[ -1.84021842e-01 -2.36843510e-01 -3.80308828e-01 ..., 9.11801634e-02
-5.95161730e-01 -3.21916174e-01]
[ -2.75636549e-01 -1.84876232e-01 -1.84546231e-01 ..., -1.18511541e-01
-1.49045600e-01 -3.47931902e-01]
[ 3.87880805e-02 8.30179379e-02 -4.33089662e-02 ..., 5.29128367e-02
2.89896880e+00 -7.30561496e-02]]
Progress: 79.3% ... Training loss: 0.064 ... Validation loss: 0.146[[-0.15680305]
[-0.95248535]
[-1.18945607]
[-0.75973493]
[-0.05740309]
[ 2.62515228]
[-0.04719817]
[-1.09157451]
[-0.52365162]
[ 1.01347807]
[-0.08996709]
[ 0.14413372]
[-0.10023688]
[-0.99224097]
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[ 0.86836508]
[-0.83262455]
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[ 0.14045576]
[-0.34996424]
[ 4.47388425]
[-0.93703145]
[-1.64374024]
[ 0.38569501]
[-0.30652533]
[ 4.30164593]
[-1.90628531]]
[[ -1.88819187e-02 -3.06190679e-01 2.65874283e-01 ..., -2.32417510e-01
-3.34879814e-01 2.71001844e-01]
[ 5.79125149e-02 1.42677203e-01 -2.06732836e-03 ..., -2.23126562e-01
1.60402690e+00 1.10691733e-01]
[ -6.10272364e-02 2.58952227e-01 4.67422310e-01 ..., 2.35346822e-01
-3.04991356e-01 9.61135289e-01]
...,
[ -1.83999045e-01 -2.36734212e-01 -3.80181402e-01 ..., 9.12288765e-02
-5.95558347e-01 -3.21724459e-01]
[ -2.75631640e-01 -1.84859159e-01 -1.84715329e-01 ..., -1.18505049e-01
-1.48916803e-01 -3.48161584e-01]
[ 3.88135618e-02 8.31734022e-02 -4.29008984e-02 ..., 5.29637469e-02
2.89891096e+00 -7.31452918e-02]]
Progress: 79.4% ... Training loss: 0.063 ... Validation loss: 0.146[[-0.15906679]
[-0.9537135 ]
[-1.19212278]
[-0.76142041]
[-0.05816323]
[ 2.62395906]
[-0.04882402]
[-1.09188543]
[-0.5264349 ]
[ 1.01133227]
[-0.09093335]
[ 0.14248458]
[-0.10198721]
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[ 0.86599035]
[-0.83508922]
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[ 0.13892448]
[-0.35217186]
[ 4.47424163]
[-0.93844051]
[-1.64444787]
[ 0.38401242]
[-0.3085511 ]
[ 4.29938866]
[-1.90802148]]
[[ -1.88873221e-02 -3.06270897e-01 2.66144930e-01 ..., -2.32436860e-01
-3.36380040e-01 2.71490685e-01]
[ 5.78638446e-02 1.42429281e-01 -2.40886363e-03 ..., -2.23208262e-01
1.60474651e+00 1.10488762e-01]
[ -6.07985793e-02 2.60294750e-01 4.68553430e-01 ..., 2.35768671e-01
-3.09767820e-01 9.62996961e-01]
...,
[ -1.83925819e-01 -2.36338584e-01 -3.79689707e-01 ..., 9.13685383e-02
-5.96701847e-01 -3.21397496e-01]
[ -2.75572553e-01 -1.84525883e-01 -1.84403950e-01 ..., -1.18406860e-01
-1.49437105e-01 -3.47374083e-01]
[ 3.87708900e-02 8.29193731e-02 -4.30380423e-02 ..., 5.28727740e-02
2.89892921e+00 -7.34292499e-02]]
Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.143[[-0.16119452]
[-0.95514414]
[-1.19340338]
[-0.76351117]
[-0.0599633 ]
[ 2.62334492]
[-0.05038733]
[-1.09426889]
[-0.52716264]
[ 1.01075175]
[-0.0927385 ]
[ 0.14046968]
[-0.10417476]
[-0.99529399]
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[ 0.86419348]
[-0.83698933]
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[ 0.13704477]
[-0.35375783]
[ 4.47435743]
[-0.94118149]
[-1.6474101 ]
[ 0.38291263]
[-0.30992745]
[ 4.2959879 ]
[-1.90811141]]
[[ -1.87914555e-02 -3.05701407e-01 2.66566742e-01 ..., -2.32251107e-01
-3.36378834e-01 2.71852466e-01]
[ 5.78623003e-02 1.42425193e-01 -2.44986998e-03 ..., -2.23209761e-01
1.60483905e+00 1.10465896e-01]
[ -6.09674603e-02 2.59321847e-01 4.67621155e-01 ..., 2.35457616e-01
-3.06971568e-01 9.62125714e-01]
...,
[ -1.83852570e-01 -2.35932158e-01 -3.79351500e-01 ..., 9.15062752e-02
-5.98623050e-01 -3.21021818e-01]
[ -2.75584680e-01 -1.84613023e-01 -1.84418343e-01 ..., -1.18436462e-01
-1.48716768e-01 -3.47665167e-01]
[ 3.88919797e-02 8.36343747e-02 -4.24676808e-02 ..., 5.31003377e-02
2.89883653e+00 -7.28701471e-02]]
Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.15768626]
[-0.9519256 ]
[-1.18949292]
[-0.76139457]
[-0.05771446]
[ 2.62568653]
[-0.04764646]
[-1.09305571]
[-0.52315825]
[ 1.01360231]
[-0.08994608]
[ 0.14366544]
[-0.10097858]
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[ 0.86798547]
[-0.83356412]
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[ 0.14013519]
[-0.35102097]
[ 4.47571684]
[-0.93879348]
[-1.64509415]
[ 0.38546496]
[-0.30691693]
[ 4.30092809]
[-1.90611683]]
[[ -1.89587994e-02 -3.06663131e-01 2.65473627e-01 ..., -2.32564913e-01
-3.32913593e-01 2.70389199e-01]
[ 5.78452160e-02 1.42325052e-01 -2.49838059e-03 ..., -2.23241548e-01
1.60486021e+00 1.10348901e-01]
[ -6.11712389e-02 2.58130370e-01 4.66085314e-01 ..., 2.35087858e-01
-3.03454058e-01 9.59792445e-01]
...,
[ -1.83940284e-01 -2.36421647e-01 -3.79936771e-01 ..., 9.13460543e-02
-5.97133007e-01 -3.21984584e-01]
[ -2.75616782e-01 -1.84808578e-01 -1.84526356e-01 ..., -1.18494252e-01
-1.48351338e-01 -3.48006389e-01]
[ 3.88716580e-02 8.35350227e-02 -4.25123925e-02 ..., 5.30643399e-02
2.89900247e+00 -7.29201170e-02]]
Progress: 79.4% ... Training loss: 0.063 ... Validation loss: 0.145[[-0.16145345]
[-0.95525209]
[-1.1910091 ]
[-0.76611294]
[-0.06110853]
[ 2.62210133]
[-0.05124916]
[-1.09620713]
[-0.52613118]
[ 1.01360482]
[-0.09298503]
[ 0.14074923]
[-0.1038414 ]
[-0.99547834]
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[ 0.86508615]
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[ 0.13699787]
[-0.35372136]
[ 4.47569314]
[-0.94253874]
[-1.64677701]
[ 0.38236355]
[-0.30989778]
[ 4.29447915]
[-1.90867528]]
[[ -1.87994737e-02 -3.05717385e-01 2.66120481e-01 ..., -2.32248154e-01
-3.33429724e-01 2.72325742e-01]
[ 5.78565060e-02 1.42386529e-01 -2.43028289e-03 ..., -2.23215888e-01
1.60457778e+00 1.10541207e-01]
[ -6.10139658e-02 2.59080947e-01 4.67145483e-01 ..., 2.35381600e-01
-3.03625866e-01 9.62489193e-01]
...,
[ -1.83983625e-01 -2.36678113e-01 -3.80218187e-01 ..., 9.12713581e-02
-5.96603204e-01 -3.22252052e-01]
[ -2.75632538e-01 -1.84897080e-01 -1.84715104e-01 ..., -1.18517343e-01
-1.48485344e-01 -3.48132299e-01]
[ 3.88521239e-02 8.34264392e-02 -4.26683433e-02 ..., 5.30280264e-02
2.89897995e+00 -7.28963785e-02]]
Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16107569]
[-0.95477106]
[-1.1904121 ]
[-0.76529485]
[-0.05970761]
[ 2.62062671]
[-0.0509678 ]
[-1.09408279]
[-0.52620414]
[ 1.01398122]
[-0.09194367]
[ 0.14130154]
[-0.10419869]
[-0.99713653]
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[ 0.86606253]
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[ 0.1371281 ]
[-0.35341581]
[ 4.47491273]
[-0.94326159]
[-1.64452891]
[ 0.3820881 ]
[-0.30955041]
[ 4.29510795]
[-1.90981352]]
[[ -1.87725576e-02 -3.05617112e-01 2.66223883e-01 ..., -2.32207879e-01
-3.34068566e-01 2.72732743e-01]
[ 5.77909444e-02 1.41995420e-01 -2.84449956e-03 ..., -2.23339660e-01
1.60534102e+00 1.09884283e-01]
[ -6.07351944e-02 2.60571385e-01 4.68622484e-01 ..., 2.35908946e-01
-3.05003307e-01 9.64404034e-01]
...,
[ -1.83952156e-01 -2.36484394e-01 -3.80123622e-01 ..., 9.13289495e-02
-5.97179474e-01 -3.21963778e-01]
[ -2.75489216e-01 -1.84090409e-01 -1.83741677e-01 ..., -1.18250245e-01
-1.49772760e-01 -3.47230578e-01]
[ 3.88420247e-02 8.33577833e-02 -4.26447108e-02 ..., 5.30038633e-02
2.89893051e+00 -7.31337513e-02]]
Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16261904]
[-0.95662004]
[-1.19238152]
[-0.76605651]
[-0.06069105]
[ 2.62103563]
[-0.05195212]
[-1.09473511]
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[ 1.01192855]
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[ 0.13975041]
[-0.10474853]
[-0.99718693]
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[ 0.86433383]
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[ 0.13584287]
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[ 4.47507336]
[-0.94296451]
[-1.6453771 ]
[ 0.38058125]
[-0.31041389]
[ 4.2920194 ]
[-1.91059979]]
[[ -1.88886249e-02 -3.06284616e-01 2.65482375e-01 ..., -2.32443930e-01
-3.32408974e-01 2.71627155e-01]
[ 5.78149668e-02 1.42130082e-01 -2.67632754e-03 ..., -2.23298854e-01
1.60527189e+00 1.10126985e-01]
[ -6.06370108e-02 2.61132167e-01 4.69156067e-01 ..., 2.36112535e-01
-3.02148851e-01 9.64706456e-01]
...,
[ -1.83973709e-01 -2.36623585e-01 -3.80351765e-01 ..., 9.12995315e-02
-5.96707299e-01 -3.22403910e-01]
[ -2.75479370e-01 -1.84062341e-01 -1.83962950e-01 ..., -1.18249280e-01
-1.48422692e-01 -3.47531672e-01]
[ 3.88581953e-02 8.34575458e-02 -4.25125788e-02 ..., 5.30243530e-02
2.89903996e+00 -7.29983047e-02]]
Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16099152]
[-0.95545876]
[-1.19156115]
[-0.7649081 ]
[-0.05936441]
[ 2.62085077]
[-0.050936 ]
[-1.09211125]
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[ 1.0131862 ]
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[ 0.14151567]
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[ 0.86595488]
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[ 0.13747691]
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[ 4.47341042]
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[ 0.38146232]
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[ 4.29493629]
[-1.91145569]]
[[ -1.88211227e-02 -3.05826604e-01 2.66137841e-01 ..., -2.32344181e-01
-3.33082342e-01 2.72673542e-01]
[ 5.78970902e-02 1.42661540e-01 -2.27199487e-03 ..., -2.23154930e-01
1.60488074e+00 1.11202977e-01]
[ -6.04391258e-02 2.62332053e-01 4.70736680e-01 ..., 2.36458247e-01
-3.05943023e-01 9.66185567e-01]
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[ -1.83955118e-01 -2.36518722e-01 -3.80302221e-01 ..., 9.13343757e-02
-5.96942648e-01 -3.22185468e-01]
[ -2.75515131e-01 -1.84239650e-01 -1.84077596e-01 ..., -1.18303691e-01
-1.47700482e-01 -3.47514746e-01]
[ 3.87972303e-02 8.30933951e-02 -4.29839077e-02 ..., 5.29123146e-02
2.89903955e+00 -7.32497957e-02]]
Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.15626559]
[-0.95006112]
[-1.18801481]
[-0.76168156]
[-0.0551551 ]
[ 2.62474308]
[-0.04569179]
[-1.08991103]
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[ 1.01640849]
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[ 0.14601565]
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[ 0.87102242]
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[ 0.14186371]
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[ 4.47637066]
[-0.93898516]
[-1.63930935]
[ 0.38579075]
[-0.30477214]
[ 4.30275776]
[-1.90847589]]
[[-0.01905686 -0.30716781 0.26429748 ..., -0.23275816 -0.32930845
0.27044484]
[ 0.05773648 0.14171465 -0.00344874 ..., -0.22343987 1.60602278
0.10964191]
[-0.06077888 0.26038744 0.46822221 ..., 0.23583269 -0.29881341
0.9619918 ]
...,
[-0.18404869 -0.23704781 -0.38078026 ..., 0.09116103 -0.59534983
-0.32288733]
[-0.27552929 -0.18435501 -0.1841793 ..., -0.11833858 -0.14783568
-0.34740426]
[ 0.03878085 0.08303187 -0.04321068 ..., 0.05288369 2.89903712
-0.07340488]]
Progress: 79.4% ... Training loss: 0.065 ... Validation loss: 0.149[[-0.1585982 ]
[-0.95109965]
[-1.18798283]
[-0.76465375]
[-0.05676666]
[ 2.62566341]
[-0.04775438]
[-1.09220858]
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[ 1.01615305]
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[ 0.14509143]
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[ 0.87046499]
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[ 0.14026471]
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[ 4.47579895]
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[ 0.38508941]
[-0.30626626]
[ 4.30034335]
[-1.91022259]]
[[-0.01903329 -0.30715636 0.26505806 ..., -0.23275975 -0.33088641
0.27148679]
[ 0.05776981 0.14191692 -0.00332958 ..., -0.22338159 1.60584619
0.10980743]
[-0.06088822 0.25987677 0.46885959 ..., 0.23562266 -0.30106265
0.96314091]
...,
[-0.1839156 -0.2362936 -0.37997336 ..., 0.09140041 -0.59722966
-0.32198732]
[-0.27542013 -0.18372264 -0.18310503 ..., -0.11814307 -0.14841762
-0.3459077 ]
[ 0.03870084 0.08253586 -0.04370746 ..., 0.05272007 2.8993913
-0.07440376]]
Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16345075]
[-0.95472831]
[-1.19009601]
[-0.76987323]
[-0.06123937]
[ 2.62577543]
[-0.051136 ]
[-1.09708366]
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[ 1.01457756]
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[ 0.1413542 ]
[-0.10361561]
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[ 0.866177 ]
[-0.83756738]
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[ 0.13608848]
[-0.3537491 ]
[ 4.47537813]
[-0.9470297 ]
[-1.64747005]
[ 0.38270779]
[-0.31002362]
[ 4.29268541]
[-1.91170986]]
[[-0.018954 -0.30670735 0.26575998 ..., -0.23262563 -0.33207127
0.27227137]
[ 0.05779693 0.14208601 -0.0031685 ..., -0.22333891 1.60643253
0.11017263]
[-0.0610442 0.25894397 0.46823653 ..., 0.23532166 -0.30026267
0.96305484]
...,
[-0.18385662 -0.23598365 -0.37979708 ..., 0.09152022 -0.59774643
-0.3217532 ]
[-0.27534264 -0.18324097 -0.18249722 ..., -0.11798857 -0.15041294
-0.3451983 ]
[ 0.0388137 0.08318832 -0.04304955 ..., 0.05294179 2.89915931
-0.07351742]]
Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.16310835]
[-0.95454037]
[-1.19102029]
[-0.76887326]
[-0.06013741]
[ 2.62728877]
[-0.05035304]
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[ 1.01325701]
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[ 0.14205133]
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[ 0.86696369]
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[ 0.13681559]
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[ 4.47496327]
[-0.94647218]
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[ 0.38320081]
[-0.3092422 ]
[ 4.29328333]
[-1.91136548]]
[[-0.01910112 -0.30746636 0.26530082 ..., -0.23289238 -0.32864446
0.27136607]
[ 0.05779672 0.14209854 -0.00318496 ..., -0.22333514 1.60650093
0.11028183]
[-0.06104036 0.25884875 0.46822329 ..., 0.23533844 -0.3018256
0.96225969]
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[-0.18377959 -0.23560305 -0.37918385 ..., 0.09166135 -0.59926361
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[-0.27540736 -0.18360556 -0.18285877 ..., -0.11810011 -0.14889447
-0.34608418]
[ 0.03875284 0.08283201 -0.04338233 ..., 0.05281224 2.89955978
-0.07443502]]
Progress: 79.4% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16112182]
[-0.95390339]
[-1.18937826]
[-0.76699679]
[-0.05832577]
[ 2.62693864]
[-0.04957371]
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[ 1.01425551]
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[ 4.47521068]
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[-1.91036325]]
[[-0.01912007 -0.30751209 0.2650191 ..., -0.23292866 -0.32809934
0.27112094]
[ 0.05789792 0.14271307 -0.00290041 ..., -0.22315177 1.60632978
0.11115821]
[-0.06093473 0.25935724 0.46846316 ..., 0.2355254 -0.30216336
0.96144057]
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[-0.18379558 -0.23568155 -0.37951568 ..., 0.09163539 -0.59770569
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-0.34664332]
[ 0.03879208 0.08304291 -0.04335941 ..., 0.05288879 2.89951248
-0.07384647]]
Progress: 79.4% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16180329]
[-0.95544006]
[-1.19180919]
[-0.76816162]
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[ 2.62658632]
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[ 1.01323339]
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[ 4.47570833]
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[ 0.38281986]
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[[ -1.90580893e-02 -3.07181967e-01 2.65053401e-01 ..., -2.32824629e-01
-3.31219414e-01 2.72104067e-01]
[ 5.79294133e-02 1.42882283e-01 -2.69129213e-03 ..., -2.23094565e-01
1.60617202e+00 1.11390679e-01]
[ -6.08302783e-02 2.59907707e-01 4.69104693e-01 ..., 2.35708604e-01
-3.04643402e-01 9.62910221e-01]
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[ -1.83762624e-01 -2.35505237e-01 -3.79329227e-01 ..., 9.17121601e-02
-5.97713462e-01 -3.21224630e-01]
[ -2.75406698e-01 -1.83591273e-01 -1.82719006e-01 ..., -1.18109004e-01
-1.49841599e-01 -3.45565969e-01]
[ 3.88576989e-02 8.34491424e-02 -4.29272138e-02 ..., 5.30105963e-02
2.89943146e+00 -7.35548507e-02]]
Progress: 79.4% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16395935]
[-0.9566512 ]
[-1.19041515]
[-0.77161782]
[-0.06208178]
[ 2.62546857]
[-0.05352355]
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[ 1.01373236]
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[ 4.47556771]
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[ 0.38138343]
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[ 4.29034153]
[-1.91139824]]
[[ -1.89814775e-02 -3.06734855e-01 2.65038650e-01 ..., -2.32675771e-01
-3.31158092e-01 2.72046898e-01]
[ 5.81294942e-02 1.43993940e-01 -1.91011654e-03 ..., -2.22724403e-01
1.60473216e+00 1.13180992e-01]
[ -6.09756013e-02 2.59004265e-01 4.68073983e-01 ..., 2.35455368e-01
-3.03607276e-01 9.61393452e-01]
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[ -1.83711615e-01 -2.35188091e-01 -3.79681383e-01 ..., 9.18095755e-02
-5.96735399e-01 -3.20822181e-01]
[ -2.75287488e-01 -1.82917724e-01 -1.82189131e-01 ..., -1.17894743e-01
-1.50878200e-01 -3.44925064e-01]
[ 3.87710843e-02 8.29303267e-02 -4.33837163e-02 ..., 5.28461337e-02
2.89952909e+00 -7.45743513e-02]]
Progress: 79.4% ... Training loss: 0.063 ... Validation loss: 0.135[[-0.16015813]
[-0.95451366]
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[-0.05899551]
[ 2.62740166]
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[ 0.13909406]
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[ 4.47703663]
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[ 0.38396139]
[-0.30873066]
[ 4.29496783]
[-1.90985977]]
[[ -1.92507320e-02 -3.08212816e-01 2.63889597e-01 ..., -2.33166697e-01
-3.25778613e-01 2.70296456e-01]
[ 5.81397507e-02 1.44069540e-01 -1.76553532e-03 ..., -2.22698310e-01
1.60445208e+00 1.13361693e-01]
[ -6.08280670e-02 2.59854478e-01 4.68063671e-01 ..., 2.35738283e-01
-3.01394177e-01 9.60708738e-01]
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[ -1.83715441e-01 -2.35190915e-01 -3.79768331e-01 ..., 9.18035103e-02
-5.95912650e-01 -3.21121740e-01]
[ -2.75401040e-01 -1.83536404e-01 -1.82803854e-01 ..., -1.18094300e-01
-1.48361868e-01 -3.45766916e-01]
[ 3.88087065e-02 8.31076253e-02 -4.30587200e-02 ..., 5.29044685e-02
2.89940172e+00 -7.37122582e-02]]
Progress: 79.5% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16029519]
[-0.95442872]
[-1.19218738]
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[-0.05711472]
[ 2.62760082]
[-0.04883312]
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[ 1.01272815]
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[ 0.13908286]
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[ 4.47566618]
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[ 0.38376338]
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[ 4.29491524]
[-1.91077849]]
[[ -1.91770117e-02 -3.07731704e-01 2.64865717e-01 ..., -2.33052050e-01
-3.26674060e-01 2.71294269e-01]
[ 5.80602999e-02 1.43638108e-01 -2.20093472e-03 ..., -2.22840063e-01
1.60438200e+00 1.13033944e-01]
[ -6.05917353e-02 2.61216333e-01 4.69153185e-01 ..., 2.36176148e-01
-3.03426423e-01 9.62469594e-01]
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[ -1.83663556e-01 -2.34892154e-01 -3.79649461e-01 ..., 9.19016987e-02
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[ -2.75549445e-01 -1.84390998e-01 -1.83571633e-01 ..., -1.18358767e-01
-1.47335379e-01 -3.47000500e-01]
[ 3.88446148e-02 8.33241998e-02 -4.28036778e-02 ..., 5.29708883e-02
2.89949985e+00 -7.35553505e-02]]
Progress: 79.5% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.15944474]
[-0.95297233]
[-1.19083522]
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[ 2.62945877]
[-0.04811166]
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[ 0.38541099]
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[[ -1.92227935e-02 -3.08113814e-01 2.64510450e-01 ..., -2.33165494e-01
-3.27229595e-01 2.70441566e-01]
[ 5.79751441e-02 1.43138733e-01 -2.79431812e-03 ..., -2.23001285e-01
1.60568094e+00 1.12126114e-01]
[ -6.07940530e-02 2.60091832e-01 4.68077327e-01 ..., 2.35841430e-01
-3.02043263e-01 9.61521960e-01]
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[ -1.83680772e-01 -2.34996043e-01 -3.79568113e-01 ..., 9.18827478e-02
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[ -2.75388571e-01 -1.83506807e-01 -1.82571742e-01 ..., -1.18073554e-01
-1.49027865e-01 -3.45760417e-01]
[ 3.88275273e-02 8.32300464e-02 -4.28868105e-02 ..., 5.29418067e-02
2.89961892e+00 -7.38458356e-02]]
Progress: 79.5% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16211581]
[-0.95480792]
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[-0.05986666]
[ 2.62864455]
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[ 1.0126382 ]
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[-1.91026574]]
[[ -1.90509517e-02 -3.07161297e-01 2.65249897e-01 ..., -2.32848016e-01
-3.31532856e-01 2.71653057e-01]
[ 5.79751441e-02 1.43138733e-01 -2.79431812e-03 ..., -2.23001285e-01
1.60568094e+00 1.12126114e-01]
[ -6.09294287e-02 2.59277337e-01 4.67530297e-01 ..., 2.35607041e-01
-3.01212957e-01 9.60893950e-01]
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[ -1.83593386e-01 -2.34497834e-01 -3.79112721e-01 ..., 9.20495288e-02
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[ -2.75362554e-01 -1.83360140e-01 -1.82466794e-01 ..., -1.18025044e-01
-1.49002307e-01 -3.45697667e-01]
[ 3.87746783e-02 8.29017103e-02 -4.33418161e-02 ..., 5.28354831e-02
2.89964084e+00 -7.46979510e-02]]
Progress: 79.5% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.15730433]
[-0.95104503]
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[ 2.63019426]
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[ 0.38654297]
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[ 4.30167585]
[-1.90781592]]
[[-0.01911809 -0.30754116 0.26481915 ..., -0.23296412 -0.33174847
0.27100285]
[ 0.05787956 0.14257104 -0.00338723 ..., -0.22318009 1.6061693
0.11124064]
[-0.06100182 0.25877837 0.46664544 ..., 0.23547174 -0.3014639
0.95903901]
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[-0.18366818 -0.23496282 -0.37968084 ..., 0.09191596 -0.59709352
-0.3207975 ]
[-0.27532712 -0.18314796 -0.18204478 ..., -0.11795202 -0.14956387
-0.34512287]
[ 0.03868467 0.08239011 -0.04382789 ..., 0.05266527 2.89994358
-0.07557827]]
Progress: 79.5% ... Training loss: 0.063 ... Validation loss: 0.143[[-0.16116227]
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[ 2.62840371]
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[ 4.47501275]
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[ 0.38365011]
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[ 4.29633681]
[-1.90908795]]
[[-0.01897838 -0.30675389 0.26539949 ..., -0.23269656 -0.33294594
0.27144323]
[ 0.05783715 0.14232376 -0.00370868 ..., -0.22325226 1.60703818
0.11074001]
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0.9594856 ]
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[-0.18368358 -0.23506704 -0.37972489 ..., 0.09188529 -0.59694296
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-0.34476926]
[ 0.03872444 0.08263049 -0.04347477 ..., 0.05273546 2.89988385
-0.07496139]]
Progress: 79.5% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.15961133]
[-0.95170112]
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[ 4.47480028]
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[ 0.38498824]
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[[-0.01897863 -0.30671944 0.2657875 ..., -0.23270713 -0.33320283
0.27169335]
[ 0.05783693 0.14232006 -0.00373879 ..., -0.22324856 1.60718668
0.11060773]
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[-0.18368186 -0.23505682 -0.37965547 ..., 0.0918951 -0.59729557
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-0.34543352]
[ 0.03867703 0.08234652 -0.04383065 ..., 0.0526446 2.89995125
-0.07518823]]
Progress: 79.5% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16328949]
[-0.95489116]
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[[-0.01880345 -0.30564375 0.26677294 ..., -0.23236553 -0.33410126
0.2735958 ]
[ 0.05790048 0.14270018 -0.00354966 ..., -0.22313143 1.60681956
0.11090083]
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[-0.18365487 -0.23491463 -0.37949774 ..., 0.09194846 -0.59746475
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-0.34642119]
[ 0.03869623 0.08242928 -0.04379193 ..., 0.05267084 2.89986151
-0.0746537 ]]
Progress: 79.5% ... Training loss: 0.063 ... Validation loss: 0.136[[-0.15667991]
[-0.94957387]
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[ 2.63042607]
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[ 0.38732847]
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[[-0.01890375 -0.30618775 0.26635487 ..., -0.23257831 -0.33159239
0.27210549]
[ 0.05791415 0.1427866 -0.00346798 ..., -0.22311441 1.60676198
0.11094539]
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[-0.18369039 -0.23509464 -0.37958982 ..., 0.09187999 -0.59671859
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-0.34713735]
[ 0.03861197 0.08190648 -0.0443127 ..., 0.05251606 2.89993358
-0.0753269 ]]
Progress: 79.5% ... Training loss: 0.065 ... Validation loss: 0.145[[-0.16286726]
[-0.95579979]
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[ 2.62512591]
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[ 4.47485774]
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[ 4.29386998]
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[[-0.01860301 -0.30444841 0.26817926 ..., -0.23202249 -0.3383088
0.27527057]
[ 0.05793205 0.14289451 -0.00333851 ..., -0.22308378 1.60663097
0.11114017]
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[-0.18359379 -0.23456374 -0.37912521 ..., 0.09206119 -0.59876584
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-0.34620115]
[ 0.03860028 0.0818469 -0.04446514 ..., 0.05249162 2.89995526
-0.07538375]]
Progress: 79.5% ... Training loss: 0.063 ... Validation loss: 0.138[[-0.15695483]
[-0.95147315]
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[ 2.62753848]
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[ 0.38591029]
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[ 4.30369803]
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[[-0.01901764 -0.30677733 0.26579316 ..., -0.23279958 -0.33320397
0.27262191]
[ 0.05791084 0.1427831 -0.00347184 ..., -0.2231298 1.60759287
0.11099028]
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-0.34587046]
[ 0.03844001 0.08091765 -0.04528932 ..., 0.0521868 2.90019229
-0.07686784]]
Progress: 79.5% ... Training loss: 0.063 ... Validation loss: 0.144[[-0.16331867]
[-0.95730697]
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[ 0.38149863]
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[ 4.29357317]
[-1.91168666]]
[[-0.01877216 -0.30538147 0.26760231 ..., -0.23234374 -0.33609589
0.27450881]
[ 0.05786683 0.14252438 -0.00377363 ..., -0.2232161 1.6078362
0.11048554]
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-0.34485616]
[ 0.03854636 0.08156038 -0.04468323 ..., 0.05238178 2.90007466
-0.07619612]]
Progress: 79.5% ... Training loss: 0.064 ... Validation loss: 0.138[[-0.15544331]
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[ 4.47560114]
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[-1.90812665]]
[[-0.01902383 -0.30678374 0.26617296 ..., -0.23281111 -0.33266608
0.27264203]
[ 0.05784745 0.14241541 -0.00391191 ..., -0.22325308 1.60793492
0.1102893 ]
[-0.0606205 0.26115137 0.46866018 ..., 0.23624544 -0.30679066
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-0.3454129 ]
[ 0.03852119 0.08141212 -0.04493189 ..., 0.05232882 2.90009856
-0.07603568]]
Progress: 79.5% ... Training loss: 0.064 ... Validation loss: 0.147[[-0.16296502]
[-0.95579632]
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[ 2.6263173 ]
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[[-0.01877926 -0.30544865 0.26744931 ..., -0.23237515 -0.33621113
0.27421079]
[ 0.05790578 0.14275208 -0.00375248 ..., -0.22315578 1.60773073
0.11052667]
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-0.3450611 ]
[ 0.03853899 0.08150308 -0.04475388 ..., 0.05237032 2.90016252
-0.07596578]]
Progress: 79.5% ... Training loss: 0.063 ... Validation loss: 0.138[[-0.15765827]
[-0.95132899]
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0.27214626]
[ 0.05791895 0.14282902 -0.00363313 ..., -0.22313454 1.60759501
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-0.34522583]
[ 0.03855675 0.0816221 -0.04450302 ..., 0.05240176 2.90001698
-0.07570908]]
Progress: 79.5% ... Training loss: 0.062 ... Validation loss: 0.144[[-0.15812405]
[-0.95077201]
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[ 2.62942491]
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[[-0.01913527 -0.30755744 0.26468338 ..., -0.23303295 -0.33146239
0.27142636]
[ 0.05787016 0.14253308 -0.00394118 ..., -0.22322118 1.60837759
0.11023216]
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[-0.18377554 -0.23561133 -0.38031411 ..., 0.0917428 -0.59862035
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-0.34558857]
[ 0.03846392 0.08104858 -0.04510932 ..., 0.052219 2.90029695
-0.07642299]]
Progress: 79.6% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16454471]
[-0.95580797]
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[ 2.62601098]
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[[-0.01885015 -0.3059786 0.26630951 ..., -0.23251248 -0.33458068
0.27380651]
[ 0.05790284 0.1427301 -0.0038214 ..., -0.22315559 1.60815113
0.11025866]
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-0.3458114 ]
[ 0.0385936 0.0818325 -0.04414877 ..., 0.05245423 2.90023742
-0.0757303 ]]
Progress: 79.6% ... Training loss: 0.064 ... Validation loss: 0.137[[-0.15997293]
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[ 2.62805973]
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[[-0.01913415 -0.30760894 0.26502073 ..., -0.23303205 -0.33160125
0.27177364]
[ 0.05787193 0.14258006 -0.00383187 ..., -0.22320849 1.60830818
0.11032245]
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[ 0.03862917 0.08198998 -0.04388594 ..., 0.05251519 2.90023457
-0.07548625]]
Progress: 79.6% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.16422487]
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[[-0.0191357 -0.30767381 0.26530905 ..., -0.23304221 -0.3295374
0.27186203]
[ 0.05786653 0.14254437 -0.00384526 ..., -0.22322047 1.60832893
0.11028158]
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-0.34675678]
[ 0.03874478 0.08263203 -0.04316615 ..., 0.05272675 2.90008488
-0.07482196]]
Progress: 79.6% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16186223]
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[[-0.0191678 -0.30786974 0.26541184 ..., -0.23311153 -0.33056467
0.27189354]
[ 0.05774949 0.14187735 -0.00458377 ..., -0.22343311 1.60855745
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[-0.18384455 -0.2360848 -0.38090175 ..., 0.09162491 -0.59898137
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-0.34712002]
[ 0.0386659 0.08216697 -0.04364614 ..., 0.05257597 2.90028945
-0.07552131]]
Progress: 79.6% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16074094]
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[[-0.01918714 -0.30808973 0.26541938 ..., -0.23314639 -0.3310007
0.27104583]
[ 0.05784577 0.14243793 -0.00399802 ..., -0.22325633 1.60823921
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[ 0.03862536 0.08190476 -0.0436616 ..., 0.05250381 2.90033461
-0.07600898]]
Progress: 79.6% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.15670046]
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[[-0.01920308 -0.30820152 0.26524136 ..., -0.23317579 -0.33101747
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[ 0.05785923 0.14252054 -0.00390011 ..., -0.22322951 1.6082276
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-0.34711997]
[ 0.03869133 0.08228322 -0.04317377 ..., 0.0526234 2.90009396
-0.07504209]]
Progress: 79.6% ... Training loss: 0.066 ... Validation loss: 0.149[[-0.16609923]
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[[-0.01885622 -0.30622575 0.26665509 ..., -0.23252935 -0.33513791
0.27364045]
[ 0.0578956 0.14273561 -0.00369931 ..., -0.22316272 1.60791698
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[-0.18382833 -0.23598566 -0.38104795 ..., 0.09166724 -0.60018243
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[ 0.03873539 0.08253608 -0.04301342 ..., 0.0527034 2.90016445
-0.07496769]]
Progress: 79.6% ... Training loss: 0.064 ... Validation loss: 0.136[[-0.16110687]
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[[-0.01900188 -0.30698423 0.26628704 ..., -0.23279127 -0.33415384
0.27290125]
[ 0.05787267 0.14260481 -0.00375914 ..., -0.2232027 1.60794845
0.11046032]
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[-0.18393263 -0.23658152 -0.38171583 ..., 0.09147865 -0.59888469
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-0.34686653]
[ 0.03859793 0.08173905 -0.04347991 ..., 0.05245157 2.90032963
-0.07583089]]
Progress: 79.6% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15660819]
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[[-0.01912201 -0.30771468 0.2657751 ..., -0.23303021 -0.33398313
0.27240194]
[ 0.0577837 0.14208644 -0.00440799 ..., -0.2233598 1.60811345
0.10986038]
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[-0.18393798 -0.23660203 -0.38181644 ..., 0.09146683 -0.59856229
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[ 0.03852442 0.08129427 -0.04392031 ..., 0.05230694 2.90057651
-0.07657444]]
Progress: 79.6% ... Training loss: 0.066 ... Validation loss: 0.145[[-0.16126432]
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[[-0.0188231 -0.30599457 0.26758667 ..., -0.23248509 -0.34116638
0.27515402]
[ 0.05766972 0.14140274 -0.00516642 ..., -0.22356625 1.60839637
0.10883616]
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-0.34566815]
[ 0.0385607 0.08152791 -0.04377 ..., 0.0523794 2.90043173
-0.07584332]]
Progress: 79.6% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16096299]
[-0.94945043]
[-1.18723235]
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[ 2.62709221]
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[[-0.01875013 -0.30559599 0.26823968 ..., -0.23234862 -0.3420676
0.27609661]
[ 0.05771791 0.14168034 -0.00491796 ..., -0.22347373 1.60799071
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[ 0.03850911 0.08123466 -0.04414819 ..., 0.05228972 2.90058764
-0.07670474]]
Progress: 79.6% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16417689]
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[[-0.01870055 -0.30530392 0.26851594 ..., -0.23224437 -0.34170329
0.2761182 ]
[ 0.05771161 0.1416399 -0.00494831 ..., -0.22348713 1.60810416
0.10905435]
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-0.34638083]
[ 0.03851812 0.08128199 -0.04402412 ..., 0.05229901 2.90051255
-0.07696694]]
Progress: 79.6% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.15858972]
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[ 2.62987408]
[-0.04634394]
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[[-0.019152 -0.30785716 0.26588527 ..., -0.23307311 -0.33337457
0.27277975]
[ 0.0577076 0.14160952 -0.00499755 ..., -0.22349302 1.60786299
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-0.34835615]
[ 0.03842164 0.08072756 -0.0445466 ..., 0.05210641 2.90059915
-0.07722094]]
Progress: 79.6% ... Training loss: 0.065 ... Validation loss: 0.144[[-0.16863829]
[-0.95459966]
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0.27531409]
[ 0.05770739 0.14160846 -0.00502984 ..., -0.22349196 1.60783571
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-0.34820017]
[ 0.03858648 0.08169584 -0.04373652 ..., 0.05240983 2.90043832
-0.0756995 ]]
Progress: 79.6% ... Training loss: 0.065 ... Validation loss: 0.138[[-0.16467229]
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[ 2.62640018]
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0.27369435]
[ 0.05772404 0.14170383 -0.00493465 ..., -0.22346374 1.60768471
0.10926662]
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[-0.18399895 -0.23699099 -0.38226422 ..., 0.09136014 -0.59748768
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-0.34897139]
[ 0.0385295 0.08137487 -0.04404067 ..., 0.05230883 2.90053782
-0.07629679]]
Progress: 79.7% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15943232]
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[ 2.62883836]
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0.27196681]
[ 0.05773338 0.14175738 -0.0048947 ..., -0.22344878 1.60765255
0.10928605]
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[-0.18412989 -0.23773722 -0.38289554 ..., 0.09112005 -0.59529903
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-0.34976165]
[ 0.03847193 0.08103859 -0.04448286 ..., 0.05220299 2.90080669
-0.07676499]]
Progress: 79.7% ... Training loss: 0.067 ... Validation loss: 0.146[[-0.16433854]
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[ 2.62583009]
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[[-0.01911006 -0.3074943 0.26579009 ..., -0.23293697 -0.33220948
0.27278665]
[ 0.05769115 0.14143824 -0.00525013 ..., -0.22351634 1.60765096
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-0.34874154]
[ 0.03848316 0.08107042 -0.04444697 ..., 0.05222592 2.90082476
-0.0768777 ]]
Progress: 79.7% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16828821]
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[ 2.62437638]
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[[-0.01889594 -0.30637482 0.26672678 ..., -0.23256897 -0.33375141
0.27420209]
[ 0.05769429 0.14145503 -0.00523596 ..., -0.22351224 1.60763779
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[ 0.03850805 0.08118642 -0.0444346 ..., 0.05225965 2.90076841
-0.07713047]]
Progress: 79.7% ... Training loss: 0.064 ... Validation loss: 0.138[[-0.1627585 ]
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[[-0.01922539 -0.30823204 0.26473604 ..., -0.23313894 -0.33098109
0.27119362]
[ 0.0576271 0.14107722 -0.00566267 ..., -0.22362571 1.60889969
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[ 0.03850092 0.08112339 -0.04451801 ..., 0.05224542 2.90068306
-0.07725261]]
Progress: 79.7% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16775557]
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[ 0.05766305 0.14128306 -0.00557123 ..., -0.2235585 1.60864554
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[ 0.03855267 0.08142683 -0.04429521 ..., 0.05234022 2.90063448
-0.07684253]]
Progress: 79.7% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16316804]
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[[-0.01906675 -0.30731515 0.26536988 ..., -0.2328688 -0.33207293
0.27311269]
[ 0.05765789 0.1412478 -0.00550614 ..., -0.22356646 1.60857635
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[ 0.03853166 0.08130807 -0.04437782 ..., 0.05230654 2.90063564
-0.07743868]]
Progress: 79.7% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16381057]
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[[-0.01890736 -0.30637508 0.26635519 ..., -0.23257133 -0.33340774
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[ 0.05763568 0.14112345 -0.00566644 ..., -0.22360708 1.60868421
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[ 0.03859128 0.08167338 -0.04397061 ..., 0.05241307 2.90063653
-0.07675309]]
Progress: 79.7% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16787375]
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[[-0.01863685 -0.30486439 0.26766575 ..., -0.23209584 -0.33653413
0.27706744]
[ 0.05766694 0.14128947 -0.00555625 ..., -0.22355235 1.60848222
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[ 0.0386271 0.08185086 -0.04373018 ..., 0.05247023 2.90056892
-0.07647525]]
Progress: 79.7% ... Training loss: 0.064 ... Validation loss: 0.139[[-0.16024432]
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[[-0.0188807 -0.30622716 0.26618556 ..., -0.23252782 -0.33355124
0.27428047]
[ 0.057643 0.14114847 -0.0057381 ..., -0.22359479 1.60858367
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[ 0.0385056 0.08114889 -0.0444024 ..., 0.05225022 2.90079041
-0.07808926]]
Progress: 79.7% ... Training loss: 0.064 ... Validation loss: 0.140[[-0.16445682]
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[[-0.01876397 -0.30561849 0.26662479 ..., -0.23229375 -0.33569615
0.27511805]
[ 0.05760353 0.1409284 -0.00602555 ..., -0.22366138 1.60927404
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[ 0.03861283 0.08172811 -0.04380464 ..., 0.05245044 2.90066578
-0.07755702]]
Progress: 79.7% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16482533]
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[ 0.38147458]
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[[-0.01874916 -0.3055543 0.26635626 ..., -0.2322786 -0.33665346
0.27500546]
[ 0.05757065 0.14075136 -0.00631888 ..., -0.22371764 1.61000052
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-0.34913449]
[ 0.03858715 0.08155071 -0.0441151 ..., 0.05239675 2.90086581
-0.0781059 ]]
Progress: 79.7% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16741236]
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[[-0.01859412 -0.30461313 0.26770979 ..., -0.23200826 -0.33834559
0.2767385 ]
[ 0.05755717 0.14070046 -0.00622241 ..., -0.22374049 1.61041666
0.10754627]
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-0.34964499]
[ 0.0387274 0.08231366 -0.04337179 ..., 0.05264694 2.9005765
-0.07688839]]
Progress: 79.7% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.15853522]
[-0.94391125]
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[[-0.01897735 -0.30670884 0.26519988 ..., -0.23269031 -0.33285018
0.27346743]
[ 0.05760864 0.14098234 -0.00592442 ..., -0.22364734 1.60947638
0.10800674]
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[-0.18425462 -0.23842432 -0.38305924 ..., 0.09092851 -0.59356138
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-0.34984169]
[ 0.03855259 0.08133281 -0.04455624 ..., 0.05232665 2.90089125
-0.07815709]]
Progress: 79.7% ... Training loss: 0.068 ... Validation loss: 0.145[[-0.16718213]
[-0.95168346]
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[ 2.62489911]
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[ 4.47828194]
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[[-0.0185616 -0.30433604 0.26779117 ..., -0.23191856 -0.33665879
0.27719596]
[ 0.057626 0.14107951 -0.00583258 ..., -0.22361651 1.60934248
0.10816441]
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-0.34885447]
[ 0.0388475 0.08300034 -0.04258907 ..., 0.05288576 2.90024871
-0.07601424]]
Progress: 79.7% ... Training loss: 0.063 ... Validation loss: 0.138[[-0.16146209]
[-0.94776857]
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[ 2.62680218]
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[[-0.01877611 -0.30545917 0.26662149 ..., -0.23227986 -0.33303707
0.27578589]
[ 0.0576112 0.14100987 -0.00590771 ..., -0.2236405 1.60950344
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-0.34928517]
[ 0.03877135 0.08255272 -0.04321764 ..., 0.052747 2.90024086
-0.07620272]]
Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16143172]
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[ 2.62755981]
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[ 0.05761393 0.14102527 -0.00590204 ..., -0.22363567 1.60950055
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[-0.18434497 -0.23894879 -0.38336161 ..., 0.09075944 -0.59265587
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[ 0.038739 0.08236692 -0.04348026 ..., 0.0526802 2.90061473
-0.07696432]]
Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16542271]
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0.27631523]
[ 0.05756836 0.14078074 -0.00592034 ..., -0.22371092 1.60967069
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[ 0.03887106 0.08313217 -0.04290126 ..., 0.05291648 2.90066835
-0.07656564]]
Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16440148]
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0.27632756]
[ 0.05757445 0.14081284 -0.00591248 ..., -0.22370099 1.60963471
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[ 0.03896119 0.08363793 -0.04233731 ..., 0.0530884 2.90058291
-0.07583367]]
Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.1655152 ]
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[[-0.01872119 -0.30495411 0.2672448 ..., -0.23219463 -0.33338568
0.27606503]
[ 0.05760933 0.14101466 -0.00570549 ..., -0.22364663 1.60946403
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[-0.18436021 -0.23907092 -0.38366473 ..., 0.0907394 -0.59364787
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[ 0.03907603 0.08430638 -0.04147712 ..., 0.0533094 2.90051544
-0.07496676]]
Progress: 79.8% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16415759]
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[[-0.01876828 -0.30513769 0.26687384 ..., -0.23227161 -0.33139289
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[ 0.05769446 0.14148631 -0.00523718 ..., -0.22349576 1.60895687
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[ 0.03902643 0.08405413 -0.04183658 ..., 0.05322141 2.90056916
-0.07522991]]
Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.15801488]
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[[-0.01916478 -0.30742571 0.26444214 ..., -0.23301686 -0.32605504
0.27230836]
[ 0.0576136 0.14100546 -0.00580193 ..., -0.22365142 1.61052065
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[ 0.03902425 0.08403542 -0.04191815 ..., 0.05321132 2.90049102
-0.07528223]]
Progress: 79.8% ... Training loss: 0.066 ... Validation loss: 0.149[[-0.16373238]
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[[-0.01896401 -0.30630428 0.26578095 ..., -0.23265136 -0.33034144
0.27444538]
[ 0.05761585 0.14100905 -0.00576371 ..., -0.22364795 1.61043611
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[ 0.03905147 0.08421676 -0.04193803 ..., 0.05325911 2.90042626
-0.07520712]]
Progress: 79.8% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16308592]
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[[-0.01890609 -0.30595263 0.26610829 ..., -0.23255458 -0.32982007
0.27533375]
[ 0.05763533 0.14111406 -0.00563851 ..., -0.22361563 1.61014216
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-0.34761199]
[ 0.03911492 0.0845672 -0.04149989 ..., 0.05336933 2.90045418
-0.07480287]]
Progress: 79.8% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16406068]
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[[-0.01891689 -0.30596928 0.26589953 ..., -0.23255943 -0.33011684
0.27484309]
[ 0.05774364 0.14171217 -0.00504558 ..., -0.22341818 1.60966586
0.10921483]
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-0.34663212]
[ 0.03898269 0.08380888 -0.04195836 ..., 0.0531241 2.90060944
-0.07574723]]
Progress: 79.8% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16253492]
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[[-0.01883391 -0.30551045 0.26602754 ..., -0.23240171 -0.32964514
0.27582918]
[ 0.05770806 0.14150912 -0.00516496 ..., -0.2234829 1.6096086
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[ 0.03909877 0.08448092 -0.04135137 ..., 0.05333575 2.9005839
-0.07452111]]
Progress: 79.8% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16377561]
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[ 0.3822464 ]
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[ 4.29783815]
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[[-0.01886966 -0.3057276 0.26522676 ..., -0.23249491 -0.32820443
0.2751543 ]
[ 0.05758824 0.14080264 -0.00604534 ..., -0.22370695 1.61124836
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-0.34736709]
[ 0.03910762 0.08453235 -0.0413783 ..., 0.05335269 2.90053423
-0.07462287]]
Progress: 79.8% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16432412]
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[ 2.62688384]
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[ 0.38110298]
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[[-0.01878491 -0.30531472 0.26553974 ..., -0.23233789 -0.32955573
0.27620665]
[ 0.05765943 0.14119079 -0.00567648 ..., -0.22358276 1.61103221
0.10820384]
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-0.34678703]
[ 0.03911284 0.08457989 -0.04137544 ..., 0.05337149 2.90067888
-0.07476875]]
Progress: 79.8% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.1617306 ]
[-0.95073608]
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[ 2.62801562]
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[[-0.01886026 -0.30574855 0.2649762 ..., -0.2324815 -0.32790408
0.27547283]
[ 0.05768293 0.14131741 -0.00564296 ..., -0.22353944 1.61068717
0.10842028]
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-0.34689104]
[ 0.03910446 0.08453503 -0.04159354 ..., 0.05335469 2.90065391
-0.07501099]]
Progress: 79.8% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16024438]
[-0.95051792]
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[ 2.62945316]
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[[-0.01893036 -0.30607928 0.26442639 ..., -0.23259185 -0.32608724
0.27489213]
[ 0.05769928 0.14141328 -0.00556982 ..., -0.22350782 1.61065789
0.10845487]
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-0.34762821]
[ 0.03914648 0.08480426 -0.0413257 ..., 0.05342861 2.90080837
-0.07469952]]
Progress: 79.8% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16255934]
[-0.95221201]
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[ 2.62895421]
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[[-0.01886479 -0.30570688 0.26483863 ..., -0.23249078 -0.32816229
0.27556302]
[ 0.05771878 0.14155337 -0.00553589 ..., -0.22346788 1.61041298
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-0.34749295]
[ 0.03905812 0.08426456 -0.04185432 ..., 0.05325425 2.90104061
-0.07557918]]
Progress: 79.9% ... Training loss: 0.061 ... Validation loss: 0.135[[-0.15830769]
[-0.94838651]
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[ 2.62986833]
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[[-0.01889481 -0.30588528 0.26474926 ..., -0.23253797 -0.32808464
0.27551366]
[ 0.05766263 0.14123717 -0.00589023 ..., -0.22356177 1.61139159
0.10819298]
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[-0.18435883 -0.2391005 -0.38500879 ..., 0.09073668 -0.591806 -0.3268574 ]
[-0.27521777 -0.1825657 -0.1813112 ..., -0.11778199 -0.14204307
-0.34679512]
[ 0.03893412 0.08356449 -0.04245069 ..., 0.05302192 2.90111522
-0.07660836]]
Progress: 79.9% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16399228]
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[ 2.62883628]
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[[-0.01880378 -0.30544098 0.26523702 ..., -0.23237558 -0.3317759
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[ 0.05766192 0.1412312 -0.00593363 ..., -0.22356264 1.61137831
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[ 0.03893391 0.08352668 -0.04229778 ..., 0.05300786 2.90124489
-0.07656115]]
Progress: 79.9% ... Training loss: 0.062 ... Validation loss: 0.135[[-0.15918993]
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[ 0.38426608]
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[[-0.01908641 -0.30696961 0.26340385 ..., -0.23287688 -0.32832078
0.27419276]
[ 0.05759358 0.14085252 -0.0061424 ..., -0.22368585 1.61168218
0.10774125]
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-0.34699175]
[ 0.03893452 0.08355289 -0.0423458 ..., 0.0530144 2.90119764
-0.07633087]]
Progress: 79.9% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16122845]
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[[-0.01907435 -0.30696798 0.26341837 ..., -0.23286608 -0.32893962
0.2741635 ]
[ 0.05763367 0.14107656 -0.00598822 ..., -0.22361324 1.61131788
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-0.34713787]
[ 0.03892123 0.08347527 -0.04244072 ..., 0.05299066 2.9013826
-0.07697235]]
Progress: 79.9% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16105571]
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[[-0.01928895 -0.30833722 0.26228956 ..., -0.23327386 -0.3289841
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[ 0.05762316 0.14101099 -0.00597871 ..., -0.22363316 1.61132113
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[ 0.03871035 0.08226099 -0.04360326 ..., 0.05259763 2.90209978
-0.0792135 ]]
Progress: 79.9% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16182039]
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[[-0.01915266 -0.30753821 0.26324014 ..., -0.23301742 -0.33005065
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[ 0.0576674 0.14124753 -0.00567574 ..., -0.22354986 1.61117127
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[ 0.03875237 0.08251276 -0.04341203 ..., 0.05267906 2.90191344
-0.07857299]]
Progress: 79.9% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16002334]
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[[-0.01924601 -0.30802451 0.26308504 ..., -0.23318926 -0.3283357
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[ 0.05765691 0.14119065 -0.00552751 ..., -0.22356573 1.6108068
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[-0.18431927 -0.23889591 -0.38475425 ..., 0.09080428 -0.59234188
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[ 0.0387055 0.08223319 -0.0436572 ..., 0.05258513 2.90201064
-0.07886169]]
Progress: 79.9% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16196324]
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[[-0.01919874 -0.30778667 0.26328708 ..., -0.23309526 -0.32933763
0.27407419]
[ 0.05774477 0.14171387 -0.00514146 ..., -0.22341167 1.61034546
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[-0.18430044 -0.23880212 -0.38469662 ..., 0.0908288 -0.59257732
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-0.34588519]
[ 0.03861449 0.08170947 -0.04411339 ..., 0.05242263 2.90231016
-0.07989931]]
Progress: 79.9% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16251539]
[-0.95058805]
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[ 2.63365864]
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[[-0.01922361 -0.30792247 0.26328436 ..., -0.23312105 -0.32900724
0.27395334]
[ 0.05777653 0.14186325 -0.00497393 ..., -0.22336074 1.61076634
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[-0.18435105 -0.23906876 -0.38496355 ..., 0.09074299 -0.59192338
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-0.34607747]
[ 0.03854088 0.08131273 -0.04460541 ..., 0.05229613 2.90252345
-0.08091122]]
Progress: 79.9% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.15864868]
[-0.94749005]
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[ 2.63742493]
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[[-0.01954741 -0.30972898 0.26166407 ..., -0.23370011 -0.32522406
0.27106033]
[ 0.05779491 0.14196845 -0.00489569 ..., -0.22332752 1.61068283
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-0.34690182]
[ 0.03850225 0.08109892 -0.04493246 ..., 0.05222081 2.90290748
-0.08168948]]
Progress: 79.9% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16102523]
[-0.94919477]
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[ 2.63625994]
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[ 0.13994137]
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[-1.91044916]]
[[-0.0194312 -0.3091359 0.26232264 ..., -0.23347596 -0.32845624
0.2724101 ]
[ 0.05780562 0.14203125 -0.00481815 ..., -0.22330752 1.61062423
0.10955957]
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-0.34681295]
[ 0.03846729 0.08089831 -0.04519864 ..., 0.05215204 2.90289663
-0.08155429]]
Progress: 79.9% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.15963712]
[-0.94791025]
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[[-0.01943636 -0.30918531 0.26231269 ..., -0.23349773 -0.32751317
0.27250105]
[ 0.05779742 0.14197808 -0.0048939 ..., -0.22332291 1.61063321
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-0.34676141]
[ 0.03842512 0.08065898 -0.04536776 ..., 0.05206844 2.90289144
-0.08179216]]
Progress: 79.9% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16034851]
[-0.94769418]
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[ 2.63820973]
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[[-0.01933725 -0.30864492 0.26298152 ..., -0.23330427 -0.32787496
0.27304237]
[ 0.05778125 0.14187923 -0.00498788 ..., -0.22335436 1.61060898
0.10941908]
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-0.34805095]
[ 0.03856006 0.081404 -0.04426074 ..., 0.05233232 2.90291869
-0.0804715 ]]
Progress: 79.9% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16432394]
[-0.95148185]
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[ 2.63493992]
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[ 0.38117347]
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[[-0.0189321 -0.30634996 0.26542444 ..., -0.23255534 -0.33408392
0.27703466]
[ 0.05776423 0.14175466 -0.00469586 ..., -0.22338167 1.61039791
0.10957992]
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-0.34780449]
[ 0.03870172 0.08222575 -0.04353772 ..., 0.05260555 2.9029119
-0.07926801]]
Progress: 79.9% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.15748502]
[-0.94587357]
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[ 4.48196175]
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[ 0.38665626]
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[[-0.019214 -0.30787319 0.26388754 ..., -0.23305968 -0.32855369
0.27468512]
[ 0.05772802 0.14155063 -0.00491991 ..., -0.22344293 1.610788
0.10943932]
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-0.34883674]
[ 0.03861401 0.08171823 -0.04395441 ..., 0.05244333 2.9030251
-0.07982523]]
Progress: 80.0% ... Training loss: 0.065 ... Validation loss: 0.146[[-0.16234748]
[-0.94999643]
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[ 2.6371578 ]
[-0.04974677]
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[ 0.38350372]
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[[-0.01899657 -0.30669243 0.26455507 ..., -0.23266274 -0.33403373
0.27594984]
[ 0.05774103 0.14160745 -0.00488452 ..., -0.22341607 1.6108737
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-0.3489862 ]
[ 0.03855708 0.08134298 -0.04434437 ..., 0.05233463 2.90317165
-0.08011018]]
Progress: 80.0% ... Training loss: 0.061 ... Validation loss: 0.134[[-0.16139595]
[-0.94925933]
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[ 2.63739142]
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[[-0.01912079 -0.30731119 0.2639929 ..., -0.23291988 -0.33233959
0.2758131 ]
[ 0.05772589 0.14156056 -0.00497654 ..., -0.22343485 1.61132902
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-0.34836225]
[ 0.03862042 0.08174801 -0.04392049 ..., 0.05244662 2.90312239
-0.0796458 ]]
Progress: 80.0% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.15902778]
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[ 2.63981298]
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[[-0.01915462 -0.30753614 0.26371298 ..., -0.23298816 -0.33230931
0.27499311]
[ 0.05770279 0.14143706 -0.00511703 ..., -0.22347815 1.61137258
0.10915032]
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[-0.18420766 -0.23834769 -0.3845057 ..., 0.09099998 -0.59420895
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-0.34879738]
[ 0.03861966 0.08175456 -0.04387587 ..., 0.05244526 2.9032263
-0.08024688]]
Progress: 80.0% ... Training loss: 0.063 ... Validation loss: 0.140[[-0.16102025]
[-0.94936378]
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[[-0.01898209 -0.30655007 0.26443663 ..., -0.23264722 -0.33555697
0.27623369]
[ 0.05767392 0.14125683 -0.0053277 ..., -0.22353511 1.61171873
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[ 0.03868591 0.08209479 -0.04337253 ..., 0.05257189 2.90310813
-0.07940783]]
Progress: 80.0% ... Training loss: 0.061 ... Validation loss: 0.135[[-0.15886297]
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[[-0.01898462 -0.30656326 0.26432 ..., -0.23265337 -0.33563712
0.27629259]
[ 0.0576804 0.1412943 -0.00529353 ..., -0.22352387 1.61168734
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-0.34910645]
[ 0.03856817 0.08141965 -0.04408341 ..., 0.05235635 2.90320017
-0.08043638]]
Progress: 80.0% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16127552]
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[[-0.01889386 -0.30607989 0.26462812 ..., -0.23249477 -0.33784021
0.27631807]
[ 0.05774444 0.14168207 -0.00483315 ..., -0.22340087 1.61154527
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[ 0.0386374 0.08182755 -0.04366433 ..., 0.0524887 2.90303918
-0.08004824]]
Progress: 80.0% ... Training loss: 0.061 ... Validation loss: 0.134[[-0.16048166]
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[[-0.01904222 -0.30698728 0.26406944 ..., -0.23275885 -0.33343744
0.27487402]
[ 0.05765107 0.14111727 -0.00555942 ..., -0.2235674 1.61250789
0.10797217]
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-0.34901449]
[ 0.03884481 0.08300949 -0.04248284 ..., 0.05287672 2.90278116
-0.07857493]]
Progress: 80.0% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16643569]
[-0.95340386]
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[[-0.01877395 -0.30551711 0.2659526 ..., -0.23226381 -0.33725469
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[ 0.05768648 0.14130601 -0.00536961 ..., -0.22350396 1.61217588
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[-0.18416745 -0.23815355 -0.38422522 ..., 0.09108541 -0.59512333
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-0.34827646]
[ 0.03894041 0.08357448 -0.04177803 ..., 0.05305986 2.9026752
-0.07726028]]
Progress: 80.0% ... Training loss: 0.066 ... Validation loss: 0.136[[-0.15825482]
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[ 0.38416791]
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[ 4.31302672]
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[[-0.01889876 -0.30616952 0.26535736 ..., -0.23247639 -0.33596236
0.2761893 ]
[ 0.05765079 0.14112118 -0.00545159 ..., -0.22356361 1.61235199
0.10804872]
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[-0.18418416 -0.23821608 -0.38425681 ..., 0.0910594 -0.59562154
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-0.34881998]
[ 0.0389319 0.08353317 -0.04179247 ..., 0.05304667 2.90276192
-0.07740894]]
Progress: 80.0% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.15921868]
[-0.94704982]
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[[-0.01883677 -0.3058534 0.26568976 ..., -0.23237275 -0.33868549
0.27671208]
[ 0.05763319 0.14102713 -0.00556357 ..., -0.2235938 1.61257821
0.10796186]
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-0.34888832]
[ 0.03896995 0.08373767 -0.04152348 ..., 0.05311236 2.90277545
-0.0771053 ]]
Progress: 80.0% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16021539]
[-0.94777003]
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[ 2.63890261]
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[ 4.47958371]
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[ 4.31169019]
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[[-0.01894965 -0.30653718 0.26495871 ..., -0.23258036 -0.33965773
0.275739 ]
[ 0.05764887 0.14111675 -0.00553125 ..., -0.22356394 1.61264624
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-0.348823 ]
[ 0.0388729 0.08314985 -0.04202422 ..., 0.0529233 2.90301193
-0.07790296]]
Progress: 80.0% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.1639473 ]
[-0.95126835]
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[ 2.63711725]
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[[-0.01862911 -0.30464369 0.26657559 ..., -0.23199463 -0.33992199
0.27921798]
[ 0.05783397 0.14219739 -0.00447146 ..., -0.2232391 1.61132663
0.11025493]
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[-0.18416372 -0.23812205 -0.38435383 ..., 0.09110474 -0.59503068
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-0.34968115]
[ 0.03897179 0.08373028 -0.04142717 ..., 0.05311007 2.90284854
-0.07714378]]
Progress: 80.0% ... Training loss: 0.063 ... Validation loss: 0.136[[-0.15554828]
[-0.94404684]
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[ 2.64242925]
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[ 4.48008215]
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[ 0.38770531]
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[ 4.31713506]
[-1.91029719]]
[[-0.01896845 -0.30655164 0.26445964 ..., -0.23260331 -0.33393315
0.27631017]
[ 0.05782253 0.14213441 -0.0044936 ..., -0.22325721 1.61135241
0.11021961]
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-0.35040573]
[ 0.03897077 0.083719 -0.04169077 ..., 0.05310807 2.90300721
-0.07755306]]
Progress: 80.0% ... Training loss: 0.068 ... Validation loss: 0.147[[-0.16493051]
[-0.95212065]
[-1.19175805]
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[ 2.63763798]
[-0.05176459]
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[ 4.30249026]
[-1.91473331]]
[[-0.01852754 -0.30402071 0.26714273 ..., -0.23179676 -0.33935108
0.2801768 ]
[ 0.05793222 0.14276906 -0.00390438 ..., -0.22304501 1.61099234
0.11115519]
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[-0.1841953 -0.23829123 -0.38459773 ..., 0.09105853 -0.59476933
-0.32578584]
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-0.34976271]
[ 0.03908006 0.08436708 -0.04095199 ..., 0.05330993 2.90286179
-0.07681574]]
Progress: 80.0% ... Training loss: 0.064 ... Validation loss: 0.135[[-0.1541992 ]
[-0.94290856]
[-1.18392377]
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[-0.05369404]
[ 2.642803 ]
[-0.04316135]
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[ 0.38835427]
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[[-0.01901074 -0.30677022 0.2642554 ..., -0.23267911 -0.33417053
0.27619103]
[ 0.05792244 0.14271094 -0.003952 ..., -0.22306203 1.61102876
0.11108986]
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-0.35046777]
[ 0.03895542 0.08366062 -0.04175991 ..., 0.05307917 2.90336516
-0.07826344]]
Progress: 80.1% ... Training loss: 0.070 ... Validation loss: 0.150[[-0.16296334]
[-0.95033209]
[-1.19261207]
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[ 2.63948254]
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[ 0.13694486]
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[ 4.47924319]
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[ 0.38181003]
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[ 4.30713443]
[-1.91577045]]
[[-0.0188689 -0.30593138 0.26516381 ..., -0.23241105 -0.33641212
0.2785695 ]
[ 0.05805602 0.14352597 -0.0031727 ..., -0.22281341 1.60975005
0.11274252]
[-0.06059364 0.26153826 0.46505239 ..., 0.23668896 -0.31033285
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[-0.18418983 -0.23822963 -0.38454223 ..., 0.09106117 -0.59471905
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-0.3502134 ]
[ 0.03895473 0.08362296 -0.04169358 ..., 0.05306142 2.90347477
-0.0783861 ]]
Progress: 80.1% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.15836386]
[-0.94668176]
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[ 2.64264221]
[-0.04593409]
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[[-0.01900815 -0.30668573 0.26435711 ..., -0.23267429 -0.3351407
0.2779435 ]
[ 0.05796135 0.14299003 -0.00378269 ..., -0.22299278 1.61052273
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[-0.18422387 -0.2384182 -0.38476754 ..., 0.09100579 -0.5944871
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-0.34934417]
[ 0.03878773 0.08267918 -0.04275989 ..., 0.05275162 2.90401429
-0.08016945]]
Progress: 80.1% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.15878852]
[-0.9473691 ]
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[ 2.64316052]
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[ 1.02662169]
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[ 0.14498735]
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[ 0.38556071]
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[[-0.01904327 -0.30694673 0.26402667 ..., -0.2327433 -0.33479152
0.277657 ]
[ 0.05795138 0.14293344 -0.00385354 ..., -0.22301124 1.61081424
0.11157912]
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-0.34925063]
[ 0.03882959 0.08292909 -0.04259778 ..., 0.05282432 2.90392145
-0.07993059]]
Progress: 80.1% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.15991789]
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[ 0.14459574]
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[[-0.01911418 -0.30737368 0.26354699 ..., -0.23286131 -0.33293362
0.27655522]
[ 0.05795138 0.14293344 -0.00385354 ..., -0.22301124 1.61081424
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[-0.18421294 -0.23838779 -0.38504658 ..., 0.09102368 -0.59492562
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[ 0.03886878 0.08314345 -0.04224786 ..., 0.05289441 2.90392913
-0.07943916]]
Progress: 80.1% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16493951]
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[[-0.01896446 -0.30640553 0.26447656 ..., -0.23258414 -0.33305784
0.27789829]
[ 0.05796928 0.14305388 -0.00364585 ..., -0.22297985 1.6108058
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-0.35005628]
[ 0.03896141 0.08370078 -0.04157635 ..., 0.05307525 2.9036807
-0.07842328]]
Progress: 80.1% ... Training loss: 0.063 ... Validation loss: 0.136[[-0.15827904]
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[[-0.01932831 -0.30839147 0.26271224 ..., -0.23325395 -0.32548033
0.27537531]
[ 0.05793489 0.14285165 -0.00392692 ..., -0.22304639 1.61162402
0.11139484]
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[-0.18422777 -0.23844134 -0.38517486 ..., 0.09099704 -0.59463102
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-0.35097695]
[ 0.03892251 0.08346684 -0.0417646 ..., 0.05300811 2.90354667
-0.07821174]]
Progress: 80.1% ... Training loss: 0.063 ... Validation loss: 0.144[[-0.16126744]
[-0.94948002]
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[ 2.64091949]
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[[-0.01912696 -0.30712941 0.26427123 ..., -0.23288421 -0.32622733
0.27787157]
[ 0.05791764 0.14277148 -0.00389053 ..., -0.22308341 1.61188911
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[-0.1842235 -0.23841212 -0.38528551 ..., 0.09100563 -0.59471806
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-0.35125494]
[ 0.03905757 0.08427528 -0.04073419 ..., 0.05327157 2.9032667
-0.07670475]]
Progress: 80.1% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.1629124 ]
[-0.95148128]
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[ 2.64007672]
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[[-0.01916568 -0.30742045 0.26415827 ..., -0.23296622 -0.32537709
0.27791922]
[ 0.05791435 0.14273965 -0.00389845 ..., -0.22309119 1.61199397
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-0.35005031]
[ 0.0390657 0.08430831 -0.0409761 ..., 0.0532787 2.90344482
-0.07676006]]
Progress: 80.1% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16070059]
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[ 4.31075541]
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[[-0.01920745 -0.30764525 0.26382586 ..., -0.23304955 -0.32608283
0.27736329]
[ 0.05787077 0.14248256 -0.00412298 ..., -0.22317398 1.61250031
0.11101829]
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[-0.18419949 -0.2382822 -0.3852826 ..., 0.09104657 -0.59491642
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-0.35042782]
[ 0.03889023 0.08330705 -0.04201558 ..., 0.0529454 2.90371351
-0.07822928]]
Progress: 80.1% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.16237234]
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[ 2.63893092]
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[ 4.30782896]
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[[-0.01898985 -0.30645954 0.26516375 ..., -0.23266877 -0.32994886
0.27951882]
[ 0.0578321 0.14225244 -0.00424757 ..., -0.22324581 1.61295119
0.11071956]
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[ 0.0388822 0.08326269 -0.04218495 ..., 0.05292974 2.90376702
-0.07841943]]
Progress: 80.1% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16459313]
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[-1.19464597]
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[ 2.63899557]
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0.28079007]
[ 0.05790739 0.14267251 -0.00382679 ..., -0.22311292 1.61304088
0.11151366]
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[-0.18419888 -0.23832933 -0.38514206 ..., 0.091043 -0.59438179
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-0.34986947]
[ 0.03895671 0.08366042 -0.04170637 ..., 0.05307151 2.9037355
-0.07768709]]
Progress: 80.1% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.15997517]
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[[-0.01876639 -0.30510954 0.26581676 ..., -0.23223515 -0.32829895
0.28099599]
[ 0.05779751 0.14209486 -0.00444212 ..., -0.22330193 1.61359431
0.1108052 ]
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-0.34930245]
[ 0.03897055 0.08372607 -0.0415772 ..., 0.05308721 2.90380415
-0.07766519]]
Progress: 80.1% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.15653881]
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[-1.91376863]]
[[-0.01898758 -0.30641323 0.26451537 ..., -0.23263766 -0.32564914
0.27882105]
[ 0.05771929 0.14164971 -0.00489773 ..., -0.22344314 1.61493243
0.10987881]
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-0.34837512]
[ 0.03899282 0.08385756 -0.0415694 ..., 0.05314255 2.90394203
-0.07768862]]
Progress: 80.1% ... Training loss: 0.064 ... Validation loss: 0.146[[-0.1603411 ]
[-0.95170757]
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[ 2.64224625]
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0.27896445]
[ 0.05771375 0.14161072 -0.00502355 ..., -0.22345927 1.61571058
0.1096255 ]
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-0.34829861]
[ 0.03908144 0.08436513 -0.04089665 ..., 0.05331547 2.9036738
-0.07643584]]
Progress: 80.1% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.15919982]
[-0.95142451]
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[ 2.64089287]
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0.2802035 ]
[ 0.05765957 0.14133922 -0.00550384 ..., -0.22355276 1.61658748
0.10907523]
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-0.34961143]
[ 0.03908244 0.08436364 -0.04084341 ..., 0.05331641 2.90374555
-0.07628792]]
Progress: 80.2% ... Training loss: 0.061 ... Validation loss: 0.142[[-0.15986203]
[-0.95190499]
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[ 2.64263781]
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0.27907834]
[ 0.0576774 0.14144595 -0.0054043 ..., -0.22351971 1.61643297
0.10926192]
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[ 0.0390489 0.0841792 -0.04105542 ..., 0.0532517 2.90389624
-0.0768718 ]]
Progress: 80.2% ... Training loss: 0.061 ... Validation loss: 0.142[[-0.15823652]
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[[-0.0188573 -0.30572032 0.26507344 ..., -0.23238152 -0.32727982
0.27964496]
[ 0.05779689 0.14215706 -0.00460022 ..., -0.22330507 1.6160155
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-0.34985386]
[ 0.03892849 0.08346273 -0.04173074 ..., 0.05303402 2.90420957
-0.07767634]]
Progress: 80.2% ... Training loss: 0.062 ... Validation loss: 0.143[[-0.16021233]
[-0.95065147]
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0.28048801]
[ 0.05778313 0.1420708 -0.00476702 ..., -0.22332451 1.61651418
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-0.34978122]
[ 0.03893238 0.08348527 -0.04161677 ..., 0.05304957 2.90442017
-0.07759015]]
Progress: 80.2% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.15571155]
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[ 0.05778354 0.14207297 -0.00476603 ..., -0.22332378 1.61651256
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[ 0.03888633 0.0832385 -0.04223603 ..., 0.05296835 2.90477164
-0.07865574]]
Progress: 80.2% ... Training loss: 0.065 ... Validation loss: 0.149[[-0.16685424]
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[[-0.01847112 -0.30345438 0.2675231 ..., -0.23164903 -0.33245323
0.28280319]
[ 0.05780299 0.14218079 -0.00466924 ..., -0.22329035 1.61636548
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[ 0.03901864 0.08400165 -0.04127622 ..., 0.05321162 2.90465434
-0.077725 ]]
Progress: 80.2% ... Training loss: 0.070 ... Validation loss: 0.139[[-0.1551301 ]
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[[-0.01910691 -0.30695647 0.26401759 ..., -0.23282033 -0.32416777
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[ 0.05770497 0.14163194 -0.00518541 ..., -0.22346988 1.61781243
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[ 0.03892479 0.08349861 -0.04174095 ..., 0.05304196 2.90475612
-0.07859362]]
Progress: 80.2% ... Training loss: 0.066 ... Validation loss: 0.150[[-0.16071192]
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[[-0.01890361 -0.30583007 0.26530289 ..., -0.23242593 -0.32844666
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[ 0.05769306 0.14157556 -0.00514855 ..., -0.223492 1.61803778
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[ 0.03883182 0.08290561 -0.04218323 ..., 0.05286538 2.90510511
-0.07954892]]
Progress: 80.2% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15726323]
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[[-0.01915522 -0.307281 0.26377321 ..., -0.23289042 -0.32469885
0.27668279]
[ 0.05766825 0.14143026 -0.00533282 ..., -0.22353441 1.61838816
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[ 0.03880228 0.08271189 -0.04237841 ..., 0.05280533 2.90521421
-0.07974664]]
Progress: 80.2% ... Training loss: 0.063 ... Validation loss: 0.144[[-0.15984855]
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[[-0.0189541 -0.30614051 0.26525834 ..., -0.23252838 -0.32778341
0.27872083]
[ 0.05765011 0.14132493 -0.00543186 ..., -0.22356784 1.61847481
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[ 0.03878052 0.0825364 -0.04233295 ..., 0.05274124 2.90533706
-0.07992409]]
Progress: 80.2% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16067675]
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[[-0.0190426 -0.30667115 0.26475454 ..., -0.23269456 -0.3278051
0.2776215 ]
[ 0.05761372 0.14110652 -0.00560861 ..., -0.22363596 1.61896877
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[-0.18432232 -0.23912593 -0.38543228 ..., 0.09082728 -0.59460036
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[ 0.03882388 0.08280536 -0.04187008 ..., 0.05282328 2.90535848
-0.07979062]]
Progress: 80.2% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15986049]
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[[-0.01916645 -0.30731949 0.26423223 ..., -0.23287767 -0.32511588
0.27643695]
[ 0.05761321 0.14110316 -0.00559081 ..., -0.22363903 1.61897386
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-0.34819947]
[ 0.03885009 0.08295701 -0.04188446 ..., 0.0528672 2.90528668
-0.07951906]]
Progress: 80.2% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16062205]
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[ 2.64462305]
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0.2756776 ]
[ 0.05757401 0.14087729 -0.00578888 ..., -0.22371229 1.61924828
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-0.34810449]
[ 0.03871996 0.08217873 -0.04267675 ..., 0.05262376 2.90562496
-0.08053406]]
Progress: 80.2% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15947776]
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[[-0.01922218 -0.30764681 0.26417723 ..., -0.23302124 -0.32701313
0.2766365 ]
[ 0.05763081 0.14119736 -0.00532652 ..., -0.22363154 1.61912939
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-0.34865975]
[ 0.03864212 0.08170368 -0.04317713 ..., 0.05247147 2.90577891
-0.08109574]]
Progress: 80.2% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.15920908]
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0.27744695]
[ 0.05767708 0.14147151 -0.00501574 ..., -0.22354577 1.61882782
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-0.34773167]
[ 0.03859607 0.08140549 -0.04337869 ..., 0.05238582 2.90578114
-0.08067576]]
Progress: 80.2% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16040328]
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0.27663038]
[ 0.05764298 0.14125466 -0.00518056 ..., -0.22361193 1.61970987
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-0.34823201]
[ 0.03865335 0.08174739 -0.04308338 ..., 0.05249273 2.90568127
-0.08029442]]
Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.1617131 ]
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0.27680353]
[ 0.05772297 0.14172545 -0.00502145 ..., -0.22346576 1.61954826
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-0.34864239]
[ 0.03870018 0.08203161 -0.04287804 ..., 0.05258479 2.90556147
-0.07979812]]
Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16113826]
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0.2757379 ]
[ 0.05764686 0.14128324 -0.00554087 ..., -0.22359944 1.62082818
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[ 0.03886354 0.08295728 -0.04184561 ..., 0.05289403 2.90545581
-0.0783379 ]]
Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15930494]
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[ 0.05760144 0.14102798 -0.0058591 ..., -0.22368354 1.62169899
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[ 0.03880076 0.08258336 -0.04237458 ..., 0.05276803 2.90573498
-0.07908402]]
Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16333416]
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[[-0.01935611 -0.30840061 0.26315586 ..., -0.23324225 -0.32292015
0.27572649]
[ 0.05759447 0.14101049 -0.00577894 ..., -0.22369414 1.62180004
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[ 0.03894497 0.08341649 -0.04162219 ..., 0.05303444 2.90547441
-0.07786633]]
Progress: 80.3% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16013037]
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[[-0.01972931 -0.31056096 0.26119995 ..., -0.23392093 -0.31948897
0.27322138]
[ 0.05765029 0.14132583 -0.00528464 ..., -0.22358522 1.62160316
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[ 0.03877688 0.08243683 -0.04261713 ..., 0.05273935 2.90599532
-0.07933409]]
Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.16306887]
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[ 0.05770098 0.14161843 -0.00498135 ..., -0.2234916 1.62132311
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[ 0.03874456 0.08224444 -0.04283593 ..., 0.05267103 2.90610999
-0.07924754]]
Progress: 80.3% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.15934372]
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[ 0.05768318 0.14151285 -0.00502146 ..., -0.22352558 1.62134946
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[ 0.03869895 0.08198435 -0.04308391 ..., 0.05259111 2.9061461
-0.0794617 ]]
Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.143[[-0.16370117]
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[[-0.01933072 -0.30836981 0.26346988 ..., -0.23317001 -0.32549617
0.27579444]
[ 0.05771977 0.14172578 -0.00474394 ..., -0.22345556 1.6210741
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[ 0.03873346 0.08217257 -0.0429943 ..., 0.05264798 2.90607066
-0.07903659]]
Progress: 80.3% ... Training loss: 0.063 ... Validation loss: 0.138[[-0.15431135]
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[[-0.0198846 -0.31157639 0.26013759 ..., -0.23418137 -0.31623941
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[ 0.05787375 0.14260151 -0.00392676 ..., -0.22317468 1.62062768
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[ 0.03867709 0.08186266 -0.04333286 ..., 0.05254436 2.90612969
-0.07964589]]
Progress: 80.3% ... Training loss: 0.071 ... Validation loss: 0.159[[-0.16034641]
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[[-0.01955169 -0.30960975 0.26207012 ..., -0.23354052 -0.32288878
0.27353453]
[ 0.05791607 0.14284868 -0.00380879 ..., -0.22309338 1.62007668
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[ 0.03863429 0.08161013 -0.04354875 ..., 0.05245361 2.90628284
-0.07994936]]
Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.1633163 ]
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[ 2.64759978]
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[[-0.01944102 -0.30893149 0.2629777 ..., -0.23333349 -0.32726445
0.27452166]
[ 0.05801157 0.14342183 -0.00312967 ..., -0.2229089 1.61960741
0.11235791]
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-0.3513883 ]
[ 0.03856139 0.08117477 -0.04386786 ..., 0.05231417 2.90632342
-0.08065176]]
Progress: 80.3% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.15786057]
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[ 2.65049624]
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[ 4.48464895]
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[-1.91689017]]
[[-0.01965419 -0.31015318 0.26163653 ..., -0.2337319 -0.32540704
0.27306318]
[ 0.05802486 0.14349469 -0.00302974 ..., -0.22288182 1.61974827
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-0.35186556]
[ 0.03855173 0.08110525 -0.04394605 ..., 0.05229369 2.90637997
-0.08060516]]
Progress: 80.3% ... Training loss: 0.062 ... Validation loss: 0.148[[-0.16217899]
[-0.95410635]
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[ 2.64860186]
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[ 0.38389785]
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[ 4.31012541]
[-1.91859326]]
[[-0.01943742 -0.30884063 0.26280104 ..., -0.23331444 -0.32632672
0.27550466]
[ 0.05802557 0.14348789 -0.00304094 ..., -0.22288354 1.61976976
0.11236744]
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-0.35243232]
[ 0.03857661 0.08126942 -0.04360484 ..., 0.05233966 2.90635136
-0.07991107]]
Progress: 80.3% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.16316785]
[-0.95427142]
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[ 2.6475044 ]
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[[-0.01925654 -0.30781862 0.2639548 ..., -0.23297558 -0.3279371
0.27735829]
[ 0.0580145 0.1434233 -0.00312666 ..., -0.22290377 1.61995251
0.11227588]
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-0.35240555]
[ 0.03855723 0.08116824 -0.0435611 ..., 0.05230723 2.90624132
-0.07920764]]
Progress: 80.3% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16445532]
[-0.95492636]
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[ 2.64587997]
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[[-0.01912083 -0.30705288 0.26462651 ..., -0.23272364 -0.32951849
0.27847196]
[ 0.05804437 0.14360271 -0.0029313 ..., -0.22284533 1.6195514
0.11240435]
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[-0.18431192 -0.23907239 -0.38553522 ..., 0.09088778 -0.59410749
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-0.35195965]
[ 0.03855042 0.08113969 -0.04363957 ..., 0.05229194 2.90632737
-0.07942301]]
Progress: 80.4% ... Training loss: 0.063 ... Validation loss: 0.139[[-0.15942051]
[-0.95053302]
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[ 2.64993089]
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0.27637735]
[ 0.0579678 0.14314716 -0.00358326 ..., -0.22300164 1.62159937
0.11125068]
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-0.35274039]
[ 0.03848415 0.08075278 -0.04381463 ..., 0.05216954 2.90636986
-0.0799574 ]]
Progress: 80.4% ... Training loss: 0.062 ... Validation loss: 0.146[[-0.16384084]
[-0.95463113]
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[ 2.64513592]
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[[-0.01910994 -0.30701235 0.26448782 ..., -0.23273734 -0.32698086
0.27893892]
[ 0.05793598 0.14296781 -0.0038013 ..., -0.22305732 1.62184732
0.11106721]
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-0.35231474]
[ 0.03870386 0.08202996 -0.04235809 ..., 0.05257979 2.90586757
-0.07763644]]
Progress: 80.4% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16163679]
[-0.95329008]
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[ 2.64640211]
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[[-0.01923197 -0.30765229 0.26371972 ..., -0.23295901 -0.3254191
0.27794409]
[ 0.05795432 0.14306142 -0.00373883 ..., -0.22302549 1.62165479
0.11117204]
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[ 0.03867553 0.08188324 -0.04255808 ..., 0.05253175 2.90601904
-0.07783778]]
Progress: 80.4% ... Training loss: 0.061 ... Validation loss: 0.144[[-0.16003986]
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[[-0.01930853 -0.30810595 0.26303956 ..., -0.23309317 -0.32451121
0.27686802]
[ 0.05796815 0.1431445 -0.00387991 ..., -0.22300099 1.62215313
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-0.35199657]
[ 0.03871527 0.08212385 -0.04256572 ..., 0.05260695 2.90599268
-0.07763938]]
Progress: 80.4% ... Training loss: 0.061 ... Validation loss: 0.144[[-0.16202713]
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[[-0.01925717 -0.3078068 0.26319152 ..., -0.23301252 -0.32517902
0.2781987 ]
[ 0.05795951 0.14309361 -0.00390065 ..., -0.22301777 1.62221484
0.11096317]
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[ 0.03892936 0.08338947 -0.04144141 ..., 0.05300907 2.9055897
-0.07595833]]
Progress: 80.4% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.1586926 ]
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[[-0.01941877 -0.30876941 0.26240534 ..., -0.23336067 -0.32483014
0.2765428 ]
[ 0.05803799 0.14354403 -0.00337549 ..., -0.22288377 1.62196646
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[-0.18412688 -0.23796517 -0.38414032 ..., 0.0912298 -0.59680734
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[ 0.0388692 0.08303147 -0.04185382 ..., 0.05288026 2.90597309
-0.07659153]]
Progress: 80.4% ... Training loss: 0.063 ... Validation loss: 0.146[[-0.16357564]
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[[-0.01914247 -0.30716009 0.26412758 ..., -0.23283686 -0.32822359
0.27885272]
[ 0.05805803 0.14365852 -0.00328877 ..., -0.22284924 1.62180134
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[ 0.03895115 0.08350495 -0.04123691 ..., 0.05303211 2.90585737
-0.07598739]]
Progress: 80.4% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16281404]
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[[-0.01928056 -0.30798383 0.26317733 ..., -0.23308011 -0.3270265
0.27794123]
[ 0.05805477 0.1436395 -0.00328102 ..., -0.22285462 1.62174634
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[ 0.03895113 0.08346875 -0.04121253 ..., 0.05304867 2.9058611
-0.07601634]]
Progress: 80.4% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.15662653]
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[[-0.0194157 -0.30880366 0.26211237 ..., -0.23331742 -0.32580415
0.27731967]
[ 0.05805157 0.14362221 -0.0032863 ..., -0.22286028 1.62175517
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[ 0.03889577 0.08312051 -0.0417742 ..., 0.05293817 2.90575259
-0.07672061]]
Progress: 80.4% ... Training loss: 0.064 ... Validation loss: 0.150[[-0.16543686]
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[ 2.64684329]
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[[-0.01900806 -0.3064677 0.26458967 ..., -0.23255633 -0.32962 0.28079604]
[ 0.05808109 0.14380059 -0.00309521 ..., -0.22280465 1.6215248
0.11207406]
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[ 0.03907094 0.08416444 -0.04058503 ..., 0.05326989 2.90553456
-0.07515405]]
Progress: 80.4% ... Training loss: 0.064 ... Validation loss: 0.139[[-0.15948113]
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[ 0.87021036]
[-0.83622948]
[-0.79525101]
[-0.62365159]
[ 0.13969604]
[-0.35110926]
[ 4.48598255]
[-0.94405242]
[-1.64686684]
[ 0.38452832]
[-0.30621364]
[ 4.3141935 ]
[-1.91920296]]
[[ -1.90841826e-02 -3.06811523e-01 2.64318655e-01 ..., -2.32674561e-01
-3.29238618e-01 2.80148079e-01]
[ 5.81329689e-02 1.44094775e-01 -2.78645662e-03 ..., -2.22711044e-01
1.62138707e+00 1.12441919e-01]
[ -6.00521428e-02 2.63952146e-01 4.68380678e-01 ..., 2.37832861e-01
-3.03859871e-01 9.58376783e-01]
...,
[ -1.84066216e-01 -2.37609199e-01 -3.83340773e-01 ..., 9.13476932e-02
-5.99489418e-01 -3.23730143e-01]
[ -2.75010128e-01 -1.81776094e-01 -1.80337254e-01 ..., -1.17380874e-01
-1.37885113e-01 -3.52168663e-01]
[ 3.89648618e-02 8.35494104e-02 -4.11441645e-02 ..., 5.30735706e-02
2.90559811e+00 -7.60772380e-02]]
Progress: 80.4% ... Training loss: 0.061 ... Validation loss: 0.144[[-0.16116158]
[-0.95179557]
[-1.19452463]
[-0.76570944]
[-0.05771343]
[ 2.64713674]
[-0.05027761]
[-1.09575266]
[-0.53053903]
[ 1.0283008 ]
[-0.09303312]
[ 0.14258839]
[-0.10118314]
[-1.00461878]
[-0.30329923]
[ 0.86990024]
[-0.83692034]
[-0.79516383]
[-0.62311648]
[ 0.13908672]
[-0.35160532]
[ 4.48488338]
[-0.94735195]
[-1.64789745]
[ 0.38357904]
[-0.30684595]
[ 4.31197184]
[-1.91999209]]
[[ -1.90247122e-02 -3.06522507e-01 2.64227924e-01 ..., -2.32570040e-01
-3.29548444e-01 2.80417078e-01]
[ 5.82332526e-02 1.44685883e-01 -2.11957390e-03 ..., -2.22529035e-01
1.62109022e+00 1.13188042e-01]
[ -6.00955141e-02 2.63786945e-01 4.68685809e-01 ..., 2.37793289e-01
-3.03611855e-01 9.58421190e-01]
...,
[ -1.84136161e-01 -2.38043963e-01 -3.83776729e-01 ..., 9.12241644e-02
-5.98654937e-01 -3.24079908e-01]
[ -2.75079572e-01 -1.82213077e-01 -1.80747291e-01 ..., -1.17517927e-01
-1.36802023e-01 -3.52968969e-01]
[ 3.89594535e-02 8.35200930e-02 -4.12483454e-02 ..., 5.30586617e-02
2.90565358e+00 -7.60485884e-02]]
Progress: 80.4% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.1585125 ]
[-0.95026978]
[-1.19424464]
[-0.76244657]
[-0.05603953]
[ 2.64889524]
[-0.0476412 ]
[-1.09249496]
[-0.52928526]
[ 1.02870552]
[-0.09048383]
[ 0.14493185]
[-0.09814253]
[-1.00350627]
[-0.30142808]
[ 0.87290396]
[-0.83465601]
[-0.7942701 ]
[-0.62186747]
[ 0.14114295]
[-0.34940826]
[ 4.48567645]
[-0.94501019]
[-1.64574817]
[ 0.38557962]
[-0.30442772]
[ 4.3166754 ]
[-1.91931674]]
[[ -1.91916437e-02 -3.07562839e-01 2.63154561e-01 ..., -2.32871400e-01
-3.28363092e-01 2.79541367e-01]
[ 5.82360371e-02 1.44703447e-01 -2.06413442e-03 ..., -2.22521917e-01
1.62107269e+00 1.13174413e-01]
[ -6.00195818e-02 2.64239786e-01 4.68847513e-01 ..., 2.37952541e-01
-3.04611420e-01 9.58619374e-01]
...,
[ -1.84251012e-01 -2.38699625e-01 -3.84433236e-01 ..., 9.10130350e-02
-5.96779602e-01 -3.25027858e-01]
[ -2.75061830e-01 -1.82103721e-01 -1.80943277e-01 ..., -1.17466743e-01
-1.37909682e-01 -3.52933662e-01]
[ 3.89088164e-02 8.32300279e-02 -4.14773108e-02 ..., 5.29612889e-02
2.90587888e+00 -7.64473555e-02]]
Progress: 80.4% ... Training loss: 0.062 ... Validation loss: 0.146[[-0.16058216]
[-0.95239575]
[-1.19521599]
[-0.76555235]
[-0.05802896]
[ 2.64825065]
[-0.0502015 ]
[-1.09501788]
[-0.53163734]
[ 1.02740234]
[-0.09288349]
[ 0.14285867]
[-0.10085676]
[-1.00525749]
[-0.3032105 ]
[ 0.87098067]
[-0.83682661]
[-0.79512023]
[-0.62344373]
[ 0.13990068]
[-0.35089781]
[ 4.48451972]
[-0.94706526]
[-1.64715941]
[ 0.38423593]
[-0.30716008]
[ 4.31400606]
[-1.92079742]]
[[ -1.92117902e-02 -3.07683973e-01 2.63004986e-01 ..., -2.32875002e-01
-3.28930334e-01 2.79858376e-01]
[ 5.82824167e-02 1.44973929e-01 -1.85564971e-03 ..., -2.22439057e-01
1.62090772e+00 1.13397277e-01]
[ -5.99326162e-02 2.64771875e-01 4.69706711e-01 ..., 2.38119836e-01
-3.07373411e-01 9.60049087e-01]
...,
[ -1.84028188e-01 -2.37406815e-01 -3.82965824e-01 ..., 9.14252925e-02
-6.00293927e-01 -3.23122350e-01]
[ -2.74980479e-01 -1.81600440e-01 -1.80440970e-01 ..., -1.17295371e-01
-1.37818714e-01 -3.51856855e-01]
[ 3.89430445e-02 8.34618091e-02 -4.14376538e-02 ..., 5.30423879e-02
2.90592557e+00 -7.62131929e-02]]
Progress: 80.4% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.15968097]
[-0.95181432]
[-1.19296092]
[-0.76634476]
[-0.05832941]
[ 2.64884669]
[-0.05019097]
[-1.09657221]
[-0.53000233]
[ 1.02957511]
[-0.09229467]
[ 0.1434826 ]
[-0.10021578]
[-1.00431701]
[-0.30250497]
[ 0.87209337]
[-0.83542618]
[-0.79258305]
[-0.62182041]
[ 0.14056573]
[-0.34996999]
[ 4.48472472]
[-0.9471891 ]
[-1.64739236]
[ 0.38526279]
[-0.30659681]
[ 4.31519551]
[-1.92002585]]
[[ -1.92155438e-02 -3.07740443e-01 2.62916705e-01 ..., -2.32874469e-01
-3.29360569e-01 2.79410842e-01]
[ 5.82896518e-02 1.45014600e-01 -1.79332448e-03 ..., -2.22425672e-01
1.62079121e+00 1.13455903e-01]
[ -6.01521026e-02 2.63488035e-01 4.68754007e-01 ..., 2.37740746e-01
-3.04370741e-01 9.58755664e-01]
...,
[ -1.84082025e-01 -2.37718521e-01 -3.83381148e-01 ..., 9.13221797e-02
-5.99583455e-01 -3.23733197e-01]
[ -2.74959586e-01 -1.81503272e-01 -1.80240214e-01 ..., -1.17261914e-01
-1.38077753e-01 -3.51789133e-01]
[ 3.89432804e-02 8.34451120e-02 -4.15948976e-02 ..., 5.30337618e-02
2.90593339e+00 -7.63717534e-02]]
Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.15979686]
[-0.95098711]
[-1.19414991]
[-0.7653508 ]
[-0.05840788]
[ 2.65014424]
[-0.04988957]
[-1.09725638]
[-0.53006335]
[ 1.02880283]
[-0.09201257]
[ 0.14292161]
[-0.09978376]
[-1.00321663]
[-0.30283335]
[ 0.8711113 ]
[-0.83555289]
[-0.79426488]
[-0.62284156]
[ 0.14088686]
[-0.35086926]
[ 4.48550835]
[-0.94593406]
[-1.64891914]
[ 0.38488079]
[-0.30537176]
[ 4.31528095]
[-1.91936541]]
[[ -1.92207015e-02 -3.07890878e-01 2.62949371e-01 ..., -2.32893858e-01
-3.29669071e-01 2.78990948e-01]
[ 5.82905436e-02 1.45020096e-01 -1.74366203e-03 ..., -2.22424038e-01
1.62078628e+00 1.13416900e-01]
[ -6.03396973e-02 2.62436552e-01 4.67032498e-01 ..., 2.37405390e-01
-3.00167334e-01 9.57085905e-01]
...,
[ -1.84115007e-01 -2.37924318e-01 -3.83555166e-01 ..., 9.12643107e-02
-5.99087648e-01 -3.24185635e-01]
[ -2.74880040e-01 -1.81129268e-01 -1.79754522e-01 ..., -1.17123756e-01
-1.39754376e-01 -3.51562433e-01]
[ 3.90074957e-02 8.38313334e-02 -4.12334276e-02 ..., 5.31546358e-02
2.90588502e+00 -7.59038904e-02]]
Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.16171378]
[-0.95262146]
[-1.19594881]
[-0.76704173]
[-0.06081168]
[ 2.65118239]
[-0.05153952]
[-1.10057552]
[-0.53154899]
[ 1.02514722]
[-0.09455845]
[ 0.14030875]
[-0.10148097]
[-1.00324225]
[-0.30446987]
[ 0.86818817]
[-0.83728165]
[-0.79651341]
[-0.6249053 ]
[ 0.13921266]
[-0.35338135]
[ 4.48563566]
[-0.94721463]
[-1.65236503]
[ 0.38338401]
[-0.30674443]
[ 4.31266297]
[-1.91860946]]
[[ -1.93596890e-02 -3.08691832e-01 2.62243488e-01 ..., -2.33152963e-01
-3.27218386e-01 2.77803340e-01]
[ 5.83001192e-02 1.45068022e-01 -1.69683773e-03 ..., -2.22407204e-01
1.62074745e+00 1.13475858e-01]
[ -6.06006957e-02 2.60856756e-01 4.65585476e-01 ..., 2.36922568e-01
-2.99058262e-01 9.54744207e-01]
...,
[ -1.84025671e-01 -2.37402009e-01 -3.83146843e-01 ..., 9.14337941e-02
-6.00212321e-01 -3.23818612e-01]
[ -2.74832831e-01 -1.80846827e-01 -1.79617860e-01 ..., -1.17034900e-01
-1.39632335e-01 -3.51550665e-01]
[ 3.89484150e-02 8.35117435e-02 -4.16745105e-02 ..., 5.30395381e-02
2.90604823e+00 -7.65081417e-02]]
Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16197741]
[-0.95267198]
[-1.19738033]
[-0.76544036]
[-0.06019596]
[ 2.64985351]
[-0.05166541]
[-1.09804248]
[-0.53235604]
[ 1.02442325]
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[ 0.14012134]
[-0.10171815]
[-1.00468227]
[-0.30465652]
[ 0.86731264]
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[-0.79826756]
[-0.62514092]
[ 0.13851151]
[-0.35308559]
[ 4.48491796]
[-0.9472546 ]
[-1.65080477]
[ 0.38249416]
[-0.30665439]
[ 4.31369069]
[-1.91942644]]
[[ -1.91718310e-02 -3.07644473e-01 2.63465366e-01 ..., -2.32816760e-01
-3.31067814e-01 2.79101653e-01]
[ 5.82505778e-02 1.44797102e-01 -1.91988300e-03 ..., -2.22501936e-01
1.62073214e+00 1.13302411e-01]
[ -6.03744824e-02 2.62162624e-01 4.66939690e-01 ..., 2.37340205e-01
-3.04023792e-01 9.56282157e-01]
...,
[ -1.84029926e-01 -2.37419062e-01 -3.83240583e-01 ..., 9.14286983e-02
-6.00334694e-01 -3.24003260e-01]
[ -2.74865885e-01 -1.81030316e-01 -1.79633509e-01 ..., -1.17090758e-01
-1.39881655e-01 -3.51403868e-01]
[ 3.88512296e-02 8.29072825e-02 -4.22975242e-02 ..., 5.28529611e-02
2.90621211e+00 -7.73153073e-02]]
Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16119959]
[-0.95248876]
[-1.19490389]
[-0.76619832]
[-0.06047801]
[ 2.64937417]
[-0.05176405]
[-1.09852927]
[-0.53081632]
[ 1.02686358]
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[ 0.14095307]
[-0.10129744]
[-1.0050042 ]
[-0.30403425]
[ 0.86896367]
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[-0.79607175]
[-0.62305975]
[ 0.13860611]
[-0.35155673]
[ 4.48511898]
[-0.94896333]
[-1.65000131]
[ 0.38286003]
[-0.30658137]
[ 4.31370813]
[-1.9195056 ]]
[[ -1.91905051e-02 -3.07732583e-01 2.63355984e-01 ..., -2.32845999e-01
-3.30512684e-01 2.79041160e-01]
[ 5.82187791e-02 1.44609974e-01 -2.15192747e-03 ..., -2.22558518e-01
1.62135450e+00 1.12933957e-01]
[ -6.04143219e-02 2.61939382e-01 4.67043522e-01 ..., 2.37256086e-01
-3.03261605e-01 9.56200927e-01]
...,
[ -1.84048118e-01 -2.37511875e-01 -3.83376362e-01 ..., 9.13862851e-02
-6.00190616e-01 -3.23902560e-01]
[ -2.74850989e-01 -1.80960259e-01 -1.79621614e-01 ..., -1.17053756e-01
-1.40793387e-01 -3.51284248e-01]
[ 3.89547254e-02 8.35113764e-02 -4.18550534e-02 ..., 5.30536248e-02
2.90601475e+00 -7.67365964e-02]]
Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16398245]
[-0.95587198]
[-1.19725031]
[-0.76918415]
[-0.06275558]
[ 2.64562524]
[-0.05516749]
[-1.09959252]
[-0.53378695]
[ 1.02629979]
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[ 0.13842047]
[-0.10516485]
[-1.00915257]
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[ 0.86590706]
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[-0.79747318]
[-0.62518544]
[ 0.13616165]
[-0.35392368]
[ 4.48397863]
[-0.95194541]
[-1.65118711]
[ 0.37992255]
[-0.30980289]
[ 4.30872941]
[-1.92284414]]
[[ -1.89338450e-02 -3.06141591e-01 2.64882377e-01 ..., -2.32356414e-01
-3.33010814e-01 2.82225496e-01]
[ 5.83125251e-02 1.45167869e-01 -1.67324807e-03 ..., -2.22384087e-01
1.62073062e+00 1.13703422e-01]
[ -6.00426910e-02 2.64113356e-01 4.69584426e-01 ..., 2.37959145e-01
-3.08694987e-01 9.59902178e-01]
...,
[ -1.84020888e-01 -2.37396677e-01 -3.83345880e-01 ..., 9.14419343e-02
-5.99693248e-01 -3.24259511e-01]
[ -2.74780183e-01 -1.80543666e-01 -1.79048236e-01 ..., -1.16929495e-01
-1.42620854e-01 -3.50205892e-01]
[ 3.89323104e-02 8.33867913e-02 -4.21481525e-02 ..., 5.29961491e-02
2.90599404e+00 -7.68337196e-02]]
Progress: 80.5% ... Training loss: 0.064 ... Validation loss: 0.137[[-0.16010463]
[-0.95096289]
[-1.19343162]
[-0.76503243]
[-0.05929221]
[ 2.64844324]
[-0.05111963]
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[-0.5283755 ]
[ 1.02967859]
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[ 0.1421996 ]
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[-1.00511551]
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[ 0.87021683]
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[ 0.14007462]
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[ 4.48366778]
[-0.94872426]
[-1.64890774]
[ 0.38352374]
[-0.30511613]
[ 4.31558044]
[-1.91978422]]
[[ -1.89890146e-02 -3.06378601e-01 2.64712288e-01 ..., -2.32438777e-01
-3.29603382e-01 2.81150311e-01]
[ 5.82878494e-02 1.45021676e-01 -1.81195838e-03 ..., -2.22429046e-01
1.62078751e+00 1.13641635e-01]
[ -6.04042563e-02 2.62159037e-01 4.67217708e-01 ..., 2.37328959e-01
-3.07079980e-01 9.56620557e-01]
...,
[ -1.84129559e-01 -2.38004890e-01 -3.84087798e-01 ..., 9.12498761e-02
-5.97917548e-01 -3.25077437e-01]
[ -2.74892072e-01 -1.81145193e-01 -1.79587720e-01 ..., -1.17131209e-01
-1.40947337e-01 -3.50862442e-01]
[ 3.88904689e-02 8.31387709e-02 -4.23935908e-02 ..., 5.29166807e-02
2.90608019e+00 -7.74421997e-02]]
Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.1617105 ]
[-0.9519735 ]
[-1.19388337]
[-0.76687424]
[-0.05982382]
[ 2.64802971]
[-0.05198037]
[-1.09812819]
[-0.52953454]
[ 1.02926203]
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[ 0.14161457]
[-0.1011974 ]
[-1.00704681]
[-0.30289276]
[ 0.86975798]
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[-0.79502204]
[-0.62121953]
[ 0.1389017 ]
[-0.35125684]
[ 4.48374318]
[-0.95086393]
[-1.65006262]
[ 0.38306371]
[-0.30594769]
[ 4.31402331]
[-1.92122722]]
[[ -1.89645309e-02 -3.06159862e-01 2.64832258e-01 ..., -2.32380907e-01
-3.31241022e-01 2.81741285e-01]
[ 5.82978864e-02 1.45070537e-01 -1.71298279e-03 ..., -2.22411130e-01
1.62073842e+00 1.13695060e-01]
[ -6.03459770e-02 2.62528284e-01 4.67304439e-01 ..., 2.37454645e-01
-3.09411402e-01 9.57485235e-01]
...,
[ -1.84100063e-01 -2.37819069e-01 -3.83920380e-01 ..., 9.13068270e-02
-5.98235204e-01 -3.24718613e-01]
[ -2.74922302e-01 -1.81325089e-01 -1.79903160e-01 ..., -1.17188659e-01
-1.39813585e-01 -3.51307400e-01]
[ 3.88725147e-02 8.30242640e-02 -4.25788862e-02 ..., 5.28827622e-02
2.90618921e+00 -7.77011351e-02]]
Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16114768]
[-0.9519226 ]
[-1.19425662]
[-0.766019 ]
[-0.06021471]
[ 2.64906282]
[-0.05126906]
[-1.09831622]
[-0.52892428]
[ 1.02866352]
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[ 0.14131727]
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[ 0.86896463]
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[ 0.13906641]
[-0.35150472]
[ 4.48317713]
[-0.94952833]
[-1.65012849]
[ 0.38313235]
[-0.30547532]
[ 4.31433659]
[-1.92030299]]
[[ -1.89841236e-02 -3.06285511e-01 2.64800223e-01 ..., -2.32424902e-01
-3.29781305e-01 2.81660441e-01]
[ 5.82807575e-02 1.44981156e-01 -1.75861202e-03 ..., -2.22445495e-01
1.62089136e+00 1.13593602e-01]
[ -6.04398477e-02 2.62023892e-01 4.66314533e-01 ..., 2.37321883e-01
-3.06524046e-01 9.55916319e-01]
...,
[ -1.84169261e-01 -2.38225107e-01 -3.84623200e-01 ..., 9.11915991e-02
-5.96299967e-01 -3.25729963e-01]
[ -2.74903638e-01 -1.81223689e-01 -1.79933232e-01 ..., -1.17154925e-01
-1.39399114e-01 -3.51168415e-01]
[ 3.88932804e-02 8.31451247e-02 -4.26170836e-02 ..., 5.29257415e-02
2.90616100e+00 -7.76494277e-02]]
Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16190846]
[-0.95217972]
[-1.1954441 ]
[-0.76588004]
[-0.05966059]
[ 2.64934487]
[-0.05107886]
[-1.09840415]
[-0.52968907]
[ 1.02791375]
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[ 0.14073483]
[-0.10097276]
[-1.00575349]
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[ 0.86831587]
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[-0.79678706]
[-0.62268434]
[ 0.13887809]
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[ 4.48342104]
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[-1.65101295]
[ 0.38271237]
[-0.30506965]
[ 4.3126417 ]
[-1.92032727]]
[[ -1.89998494e-02 -3.06315282e-01 2.64747131e-01 ..., -2.32457852e-01
-3.28121501e-01 2.81917570e-01]
[ 5.82863537e-02 1.45006293e-01 -1.72425071e-03 ..., -2.22436181e-01
1.62085879e+00 1.13641602e-01]
[ -6.04724325e-02 2.61855088e-01 4.65741807e-01 ..., 2.37270189e-01
-3.04854413e-01 9.55226483e-01]
...,
[ -1.84169871e-01 -2.38211505e-01 -3.84829562e-01 ..., 9.11905182e-02
-5.96215429e-01 -3.25862692e-01]
[ -2.74855767e-01 -1.80953798e-01 -1.79726365e-01 ..., -1.17072112e-01
-1.40480094e-01 -3.50888204e-01]
[ 3.89526891e-02 8.35071569e-02 -4.22025619e-02 ..., 5.30438372e-02
2.90606412e+00 -7.68414074e-02]]
Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15940866]
[-0.95042352]
[-1.19253663]
[-0.76494042]
[-0.05831045]
[ 2.64993242]
[-0.04930269]
[-1.09626058]
[-0.52785773]
[ 1.03063875]
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[ 0.14348903]
[-0.09868312]
[-1.00476807]
[-0.30110897]
[ 0.87154463]
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[-0.79305908]
[-0.62041268]
[ 0.14130943]
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[ 4.48435527]
[-0.94789574]
[-1.64721423]
[ 0.38440237]
[-0.30345961]
[ 4.31741373]
[-1.92007286]]
[[ -1.91972752e-02 -3.07474318e-01 2.63906907e-01 ..., -2.32840786e-01
-3.26276150e-01 2.81110680e-01]
[ 5.82805493e-02 1.44973211e-01 -1.74859305e-03 ..., -2.22445644e-01
1.62089201e+00 1.13603648e-01]
[ -6.03744004e-02 2.62340862e-01 4.66274042e-01 ..., 2.37439518e-01
-3.07855464e-01 9.56057928e-01]
...,
[ -1.84155833e-01 -2.38098298e-01 -3.84873002e-01 ..., 9.12227268e-02
-5.96612023e-01 -3.25666819e-01]
[ -2.74914828e-01 -1.81309946e-01 -1.80034947e-01 ..., -1.17187310e-01
-1.39779395e-01 -3.51244291e-01]
[ 3.89636768e-02 8.35885319e-02 -4.20885105e-02 ..., 5.30671364e-02
2.90598506e+00 -7.65968685e-02]]
Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.16079301]
[-0.95130862]
[-1.19349819]
[-0.76612027]
[-0.06017366]
[ 2.65046727]
[-0.05043594]
[-1.09807777]
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[ 1.02926787]
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[ 0.14216681]
[-0.1002041 ]
[-1.00549122]
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[ 0.87009636]
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[-0.79461627]
[-0.62140335]
[ 0.14001156]
[-0.35118887]
[ 4.484356 ]
[-0.94898337]
[-1.6491461 ]
[ 0.38373375]
[-0.30474634]
[ 4.31603015]
[-1.92024967]]
[[ -1.91959545e-02 -3.07524697e-01 2.63903936e-01 ..., -2.32850555e-01
-3.29259590e-01 2.80842844e-01]
[ 5.82943565e-02 1.45054014e-01 -1.72449265e-03 ..., -2.22420269e-01
1.62085768e+00 1.13646152e-01]
[ -6.04828923e-02 2.61747370e-01 4.65651047e-01 ..., 2.37256554e-01
-3.10521081e-01 9.55875306e-01]
...,
[ -1.84152898e-01 -2.38078664e-01 -3.84810103e-01 ..., 9.12320234e-02
-5.97260426e-01 -3.25523445e-01]
[ -2.74917495e-01 -1.81310166e-01 -1.80139091e-01 ..., -1.17199599e-01
-1.39796798e-01 -3.51577911e-01]
[ 3.90368593e-02 8.40446190e-02 -4.18343363e-02 ..., 5.31842238e-02
2.90602442e+00 -7.63208641e-02]]
Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.1658758 ]
[-0.95632543]
[-1.19729678]
[-0.77068997]
[-0.0638182 ]
[ 2.64644275]
[-0.05585052]
[-1.10100476]
[-0.53293026]
[ 1.02718311]
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[ 0.13780032]
[-0.10574834]
[-1.00999804]
[-0.30736107]
[ 0.86531551]
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[-0.79893041]
[-0.62475143]
[ 0.13609675]
[-0.35545307]
[ 4.48307387]
[-0.95378474]
[-1.65286379]
[ 0.3791975 ]
[-0.30902831]
[ 4.30672052]
[-1.92325463]]
[[ -1.89387265e-02 -3.05952250e-01 2.65302994e-01 ..., -2.32365011e-01
-3.31713418e-01 2.83156175e-01]
[ 5.83508629e-02 1.45408083e-01 -1.67131232e-03 ..., -2.22315609e-01
1.62064543e+00 1.14257437e-01]
[ -6.01999038e-02 2.63299145e-01 4.67376452e-01 ..., 2.37778265e-01
-3.11515080e-01 9.58243482e-01]
...,
[ -1.84155929e-01 -2.38087647e-01 -3.85230313e-01 ..., 9.12289250e-02
-5.96556509e-01 -3.25302885e-01]
[ -2.74753686e-01 -1.80379746e-01 -1.79195844e-01 ..., -1.16896215e-01
-1.40706499e-01 -3.50205336e-01]
[ 3.90529167e-02 8.41419995e-02 -4.18449284e-02 ..., 5.32031007e-02
2.90607480e+00 -7.64879781e-02]]
Progress: 80.5% ... Training loss: 0.065 ... Validation loss: 0.136[[-0.15933432]
[-0.95149912]
[-1.19269552]
[-0.76430902]
[-0.0585672 ]
[ 2.64985558]
[-0.05003092]
[-1.09677318]
[-0.52742179]
[ 1.02988704]
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[ 0.14266497]
[-0.10024386]
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[-0.30185154]
[ 0.87086226]
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[-0.62077947]
[ 0.14082771]
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[ 4.48437501]
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[-1.64846339]
[ 0.38383457]
[-0.30381575]
[ 4.31625929]
[-1.91977542]]
[[ -1.91539785e-02 -3.07142840e-01 2.63975106e-01 ..., -2.32752366e-01
-3.27802827e-01 2.81072016e-01]
[ 5.83309714e-02 1.45284887e-01 -1.88251111e-03 ..., -2.22350886e-01
1.62208531e+00 1.13878126e-01]
[ -6.03974441e-02 2.62102917e-01 4.64966787e-01 ..., 2.37428299e-01
-3.06799929e-01 9.54109068e-01]
...,
[ -1.84179177e-01 -2.38210210e-01 -3.85444108e-01 ..., 9.11762857e-02
-5.95585715e-01 -3.25628486e-01]
[ -2.74830349e-01 -1.80806745e-01 -1.79459832e-01 ..., -1.17027794e-01
-1.40046085e-01 -3.50804815e-01]
[ 3.90292894e-02 8.39950210e-02 -4.20149479e-02 ..., 5.31540523e-02
2.90607196e+00 -7.66736254e-02]]
Progress: 80.5% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.15835301]
[-0.9508035 ]
[-1.19071997]
[-0.76476291]
[-0.05889233]
[ 2.6503461 ]
[-0.04966336]
[-1.09681144]
[-0.5260829 ]
[ 1.03105695]
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[ 0.14381546]
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[-1.00383225]
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[ 0.87249355]
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[-0.79316334]
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[ 0.14173698]
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[ 4.48423355]
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[-1.64652719]
[ 0.38480609]
[-0.30375518]
[ 4.31769609]
[-1.91916294]]
[[ -1.92881114e-02 -3.07809030e-01 2.63502457e-01 ..., -2.32976775e-01
-3.25725682e-01 2.79857542e-01]
[ 5.82773760e-02 1.44976648e-01 -2.12447382e-03 ..., -2.22447064e-01
1.62238504e+00 1.13556828e-01]
[ -6.04124196e-02 2.61955615e-01 4.65136436e-01 ..., 2.37406533e-01
-3.07692356e-01 9.54106082e-01]
...,
[ -1.84343985e-01 -2.39158468e-01 -3.86431410e-01 ..., 9.08804199e-02
-5.93894976e-01 -3.27214116e-01]
[ -2.74852268e-01 -1.80944134e-01 -1.79546219e-01 ..., -1.17069468e-01
-1.40167283e-01 -3.50994648e-01]
[ 3.90207040e-02 8.39783658e-02 -4.19994671e-02 ..., 5.31416661e-02
2.90607918e+00 -7.68331062e-02]]
Progress: 80.5% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16093527]
[-0.95242379]
[-1.19365807]
[-0.7661269 ]
[-0.06098462]
[ 2.65163886]
[-0.05062888]
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[ 1.02855239]
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[ 0.870007 ]
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[ 0.13949781]
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[ 4.48406234]
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[-1.6505064 ]
[ 0.38400328]
[-0.30514295]
[ 4.31362334]
[-1.9198833 ]]
[[ -1.92160764e-02 -3.07460606e-01 2.64236109e-01 ..., -2.32855921e-01
-3.26301172e-01 2.80493142e-01]
[ 5.82634521e-02 1.44891881e-01 -2.26663178e-03 ..., -2.22469593e-01
1.62312008e+00 1.13326287e-01]
[ -6.05280982e-02 2.61326131e-01 4.64172385e-01 ..., 2.37213400e-01
-3.07678372e-01 9.53683207e-01]
...,
[ -1.84323485e-01 -2.39062327e-01 -3.86223014e-01 ..., 9.09092230e-02
-5.94241434e-01 -3.27123410e-01]
[ -2.74840220e-01 -1.80896549e-01 -1.79343546e-01 ..., -1.17054786e-01
-1.40151779e-01 -3.50779222e-01]
[ 3.90488061e-02 8.41434223e-02 -4.17848038e-02 ..., 5.31948701e-02
2.90602152e+00 -7.66379692e-02]]
Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16542327]
[-0.95611477]
[-1.1979489 ]
[-0.76905716]
[-0.06387315]
[ 2.65100635]
[-0.05393908]
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[ 1.02470451]
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[ 0.86536435]
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[ 0.13622875]
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[ 4.48273395]
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[ 0.38089224]
[-0.3082439 ]
[ 4.30554306]
[-1.92119224]]
[[ -1.90524480e-02 -3.06445466e-01 2.65126853e-01 ..., -2.32552300e-01
-3.25836118e-01 2.81152722e-01]
[ 5.82634521e-02 1.44891881e-01 -2.26663178e-03 ..., -2.22469593e-01
1.62312008e+00 1.13326287e-01]
[ -6.05594933e-02 2.61257806e-01 4.63998240e-01 ..., 2.37168309e-01
-3.04903686e-01 9.53568917e-01]
...,
[ -1.84302370e-01 -2.38935783e-01 -3.86268694e-01 ..., 9.09498703e-02
-5.93877414e-01 -3.27098460e-01]
[ -2.74772687e-01 -1.80448184e-01 -1.78857264e-01 ..., -1.16920076e-01
-1.39608287e-01 -3.50356003e-01]
[ 3.91352740e-02 8.46515141e-02 -4.12189896e-02 ..., 5.33527220e-02
2.90595997e+00 -7.58984820e-02]]
Progress: 80.6% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16021439]
[-0.95207823]
[-1.19457668]
[-0.76507777]
[-0.05881968]
[ 2.65215637]
[-0.04993529]
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[ 1.02878749]
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[ 0.1427318 ]
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[ 0.14156674]
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[ 4.48382755]
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[ 0.38437864]
[-0.30448723]
[ 4.31307437]
[-1.91987781]]
[[ -1.92163881e-02 -3.07405781e-01 2.64235988e-01 ..., -2.32838110e-01
-3.22378084e-01 2.79959516e-01]
[ 5.82609299e-02 1.44887798e-01 -2.44647239e-03 ..., -2.22475901e-01
1.62373848e+00 1.13086015e-01]
[ -6.04748756e-02 2.61540863e-01 4.64318379e-01 ..., 2.37286089e-01
-3.01676807e-01 9.53147208e-01]
...,
[ -1.84313498e-01 -2.38993678e-01 -3.86493856e-01 ..., 9.09200683e-02
-5.93765146e-01 -3.27277425e-01]
[ -2.74829893e-01 -1.80798177e-01 -1.79047066e-01 ..., -1.17026518e-01
-1.38161826e-01 -3.50620259e-01]
[ 3.91964628e-02 8.49512246e-02 -4.06517918e-02 ..., 5.34700127e-02
2.90585252e+00 -7.49358898e-02]]
Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16443623]
[-0.95552676]
[-1.19936023]
[-0.76657411]
[-0.06094326]
[ 2.64969027]
[-0.05265719]
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[ 1.02629322]
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[ 0.86742712]
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[ 0.13889152]
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[ 4.48410379]
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[ 0.38103766]
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[ 4.30574533]
[-1.92181797]]
[[ -1.90502465e-02 -3.06376758e-01 2.65422521e-01 ..., -2.32539039e-01
-3.22761648e-01 2.81628665e-01]
[ 5.82516094e-02 1.44820237e-01 -2.62794656e-03 ..., -2.22493240e-01
1.62370192e+00 1.13010720e-01]
[ -6.02294859e-02 2.62953481e-01 4.65943350e-01 ..., 2.37711845e-01
-3.00020685e-01 9.55379958e-01]
...,
[ -1.84391388e-01 -2.39455444e-01 -3.86823111e-01 ..., 9.07735493e-02
-5.91981884e-01 -3.27769929e-01]
[ -2.74831326e-01 -1.80802646e-01 -1.79034081e-01 ..., -1.17024122e-01
-1.37670387e-01 -3.50774455e-01]
[ 3.93455141e-02 8.58859735e-02 -3.96928500e-02 ..., 5.37623867e-02
2.90555217e+00 -7.34477199e-02]]
Progress: 80.6% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16354665]
[-0.95615605]
[-1.19847153]
[-0.76581313]
[-0.05973274]
[ 2.64678069]
[-0.05315478]
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[ 1.02768242]
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[ 4.4842592 ]
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[ 0.38026133]
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[ 4.30652864]
[-1.92376668]]
[[ -1.90317816e-02 -3.06180766e-01 2.65459155e-01 ..., -2.32489175e-01
-3.23713150e-01 2.82759230e-01]
[ 5.82548837e-02 1.44822018e-01 -2.53144375e-03 ..., -2.22487692e-01
1.62369746e+00 1.13168667e-01]
[ -5.98048343e-02 2.65249119e-01 4.68435716e-01 ..., 2.38481004e-01
-3.02991419e-01 9.59037958e-01]
...,
[ -1.84366348e-01 -2.39300828e-01 -3.86657482e-01 ..., 9.08205531e-02
-5.92757526e-01 -3.27378640e-01]
[ -2.74808616e-01 -1.80691214e-01 -1.79067328e-01 ..., -1.16981895e-01
-1.37802006e-01 -3.50687628e-01]
[ 3.94034564e-02 8.61881966e-02 -3.94267000e-02 ..., 5.38677026e-02
2.90536326e+00 -7.25725176e-02]]
Progress: 80.6% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16037743]
[-0.95280017]
[-1.19514527]
[-0.76305644]
[-0.05679004]
[ 2.64879332]
[-0.05031531]
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[ 1.0301813 ]
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[ 0.38310538]
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[ 4.31240944]
[-1.92211274]]
[[ -1.91940777e-02 -3.07060017e-01 2.64559537e-01 ..., -2.32800510e-01
-3.21410859e-01 2.81960351e-01]
[ 5.83292175e-02 1.45287008e-01 -1.98438578e-03 ..., -2.22361111e-01
1.62367710e+00 1.14076107e-01]
[ -5.99421338e-02 2.64512448e-01 4.67827745e-01 ..., 2.38210792e-01
-3.00012399e-01 9.57429154e-01]
...,
[ -1.84371226e-01 -2.39320670e-01 -3.86701123e-01 ..., 9.08096125e-02
-5.92499134e-01 -3.27323812e-01]
[ -2.74927845e-01 -1.81370940e-01 -1.79715407e-01 ..., -1.17207406e-01
-1.36984910e-01 -3.51747997e-01]
[ 3.93110956e-02 8.56549287e-02 -4.00050322e-02 ..., 5.37067772e-02
2.90553095e+00 -7.34111822e-02]]
Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.143[[-0.16307127]
[-0.95696197]
[-1.19913931]
[-0.76535014]
[-0.05983072]
[ 2.64708405]
[-0.05332365]
[-1.09535449]
[-0.53407424]
[ 1.02781015]
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[ 0.14092617]
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[-1.00862845]
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[ 0.86854895]
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[-0.79873861]
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[ 0.1390275 ]
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[ 4.48289786]
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[-1.64747005]
[ 0.38056493]
[-0.30830593]
[ 4.30779787]
[-1.92471199]]
[[ -1.90025586e-02 -3.05954087e-01 2.65819013e-01 ..., -2.32418698e-01
-3.24447345e-01 2.84400882e-01]
[ 5.82947410e-02 1.45083357e-01 -2.24541869e-03 ..., -2.22421203e-01
1.62401251e+00 1.13840859e-01]
[ -5.95976356e-02 2.66483775e-01 4.69925005e-01 ..., 2.38848720e-01
-3.03831564e-01 9.60670602e-01]
...,
[ -1.84299021e-01 -2.38910313e-01 -3.86210364e-01 ..., 9.09500775e-02
-5.94380286e-01 -3.26740145e-01]
[ -2.74941772e-01 -1.81465154e-01 -1.79749376e-01 ..., -1.17223222e-01
-1.36641205e-01 -3.51724794e-01]
[ 3.93273862e-02 8.57387787e-02 -3.97190206e-02 ..., 5.37405347e-02
2.90562018e+00 -7.28228564e-02]]
Progress: 80.6% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.15843449]
[-0.95260203]
[-1.19451076]
[-0.76191798]
[-0.05598774]
[ 2.6490645 ]
[-0.04984511]
[-1.09212436]
[-0.53013341]
[ 1.03077776]
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[ 0.14508346]
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[-1.00583748]
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[ 0.87328727]
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[-0.79422883]
[-0.62248407]
[ 0.14303258]
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[ 4.48343048]
[-0.94268575]
[-1.64208026]
[ 0.38380535]
[-0.30498024]
[ 4.31541658]
[-1.922564 ]]
[[ -1.92851125e-02 -3.07508435e-01 2.64299379e-01 ..., -2.32914195e-01
-3.22262801e-01 2.82561018e-01]
[ 5.82343956e-02 1.44781457e-01 -2.47029390e-03 ..., -2.22521771e-01
1.62436971e+00 1.13655561e-01]
[ -5.96376369e-02 2.66208180e-01 4.69336331e-01 ..., 2.38764919e-01
-3.03962153e-01 9.58678617e-01]
...,
[ -1.84261805e-01 -2.38693230e-01 -3.86040729e-01 ..., 9.10223353e-02
-5.95066991e-01 -3.26378841e-01]
[ -2.74909528e-01 -1.81257568e-01 -1.79409782e-01 ..., -1.17156326e-01
-1.36661419e-01 -3.51316730e-01]
[ 3.91914571e-02 8.49548297e-02 -4.04226311e-02 ..., 5.34936052e-02
2.90575633e+00 -7.40963417e-02]]
Progress: 80.6% ... Training loss: 0.062 ... Validation loss: 0.146[[-0.16227521]
[-0.95511376]
[-1.1960877 ]
[-0.76511642]
[-0.05931541]
[ 2.64685439]
[-0.05281801]
[-1.09526935]
[-0.53315395]
[ 1.02992852]
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[ 0.1415229 ]
[-0.10219279]
[-1.00855983]
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[ 0.86880913]
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[-0.79630886]
[-0.62549906]
[ 0.13918138]
[-0.35363893]
[ 4.48373853]
[-0.94543117]
[-1.64580464]
[ 0.3805023 ]
[-0.30781938]
[ 4.31096979]
[-1.92467328]]
[[ -1.89798549e-02 -3.05829806e-01 2.66167599e-01 ..., -2.32355980e-01
-3.26937965e-01 2.85486508e-01]
[ 5.82492363e-02 1.44870160e-01 -2.44290380e-03 ..., -2.22493254e-01
1.62430274e+00 1.13707048e-01]
[ -5.96514469e-02 2.66117799e-01 4.69645807e-01 ..., 2.38746666e-01
-3.04592132e-01 9.59332433e-01]
...,
[ -1.84247586e-01 -2.38629341e-01 -3.86175106e-01 ..., 9.10500827e-02
-5.95968221e-01 -3.26556476e-01]
[ -2.74889990e-01 -1.81160698e-01 -1.79325588e-01 ..., -1.17117746e-01
-1.36776707e-01 -3.51133618e-01]
[ 3.91934793e-02 8.50058964e-02 -4.02104962e-02 ..., 5.35007188e-02
2.90569593e+00 -7.37616369e-02]]
Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16103285]
[-0.95350151]
[-1.19472484]
[-0.7634009 ]
[-0.05779258]
[ 2.64792774]
[-0.05099517]
[-1.09457182]
[-0.53152792]
[ 1.03092922]
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[ 0.14279116]
[-0.09988608]
[-1.00746991]
[-0.30430268]
[ 0.87118622]
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[-0.79524286]
[-0.62413537]
[ 0.14035223]
[-0.35214763]
[ 4.48604745]
[-0.94504523]
[-1.64517908]
[ 0.38174729]
[-0.30565595]
[ 4.31331649]
[-1.92386544]]
[[ -1.90701956e-02 -3.06394369e-01 2.65748728e-01 ..., -2.32517732e-01
-3.25031059e-01 2.84218126e-01]
[ 5.82589989e-02 1.44918328e-01 -2.39597025e-03 ..., -2.22476235e-01
1.62426475e+00 1.13766229e-01]
[ -5.97738377e-02 2.65403708e-01 4.69166481e-01 ..., 2.38545895e-01
-3.02300918e-01 9.58415529e-01]
...,
[ -1.84244921e-01 -2.38644745e-01 -3.86141690e-01 ..., 9.10535800e-02
-5.95586571e-01 -3.26630185e-01]
[ -2.74998767e-01 -1.81834724e-01 -1.80065521e-01 ..., -1.17329297e-01
-1.35388071e-01 -3.52667529e-01]
[ 3.92045405e-02 8.50571857e-02 -3.99389130e-02 ..., 5.35188648e-02
2.90559449e+00 -7.35109271e-02]]
Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.143[[-0.1605729 ]
[-0.95331689]
[-1.1942464 ]
[-0.76302977]
[-0.05838563]
[ 2.64768126]
[-0.05143051]
[-1.09465259]
[-0.53075128]
[ 1.03133395]
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[ 0.14253275]
[-0.10093869]
[-1.00727705]
[-0.30457558]
[ 0.87054408]
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[-0.79483439]
[-0.62347943]
[ 0.14022808]
[-0.35206064]
[ 4.48598514]
[-0.94459499]
[-1.64514895]
[ 0.38180244]
[-0.3058104 ]
[ 4.31405893]
[-1.92354827]]
[[ -1.90437266e-02 -3.06261724e-01 2.65902170e-01 ..., -2.32450499e-01
-3.25935921e-01 2.84801910e-01]
[ 5.82506221e-02 1.44868840e-01 -2.40412548e-03 ..., -2.22491041e-01
1.62426294e+00 1.13755895e-01]
[ -5.98008323e-02 2.65293894e-01 4.69133786e-01 ..., 2.38502541e-01
-3.02720626e-01 9.58090423e-01]
...,
[ -1.84322852e-01 -2.39096969e-01 -3.86611037e-01 ..., 9.09137172e-02
-5.94441470e-01 -3.27415480e-01]
[ -2.74899147e-01 -1.81307622e-01 -1.79500586e-01 ..., -1.17139133e-01
-1.36894184e-01 -3.51975610e-01]
[ 3.93247761e-02 8.57698235e-02 -3.91650104e-02 ..., 5.37429272e-02
2.90532074e+00 -7.22367901e-02]]
Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.142[[-0.16029846]
[-0.95223238]
[-1.19267052]
[-0.76258893]
[-0.05733287]
[ 2.6482715 ]
[-0.05085671]
[-1.09371647]
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[ 1.0318346 ]
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[ 0.14354574]
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[ 0.87264424]
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[-0.79459982]
[-0.62154934]
[ 0.14042955]
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[ 4.48553299]
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[-1.64445271]
[ 0.38275687]
[-0.3047741 ]
[ 4.31531265]
[-1.92417325]]
[[ -1.90241652e-02 -3.06092239e-01 2.66280608e-01 ..., -2.32389273e-01
-3.25845296e-01 2.85963201e-01]
[ 5.82359014e-02 1.44783712e-01 -2.52332132e-03 ..., -2.22519943e-01
1.62429071e+00 1.13672618e-01]
[ -5.98448247e-02 2.65262315e-01 4.69002040e-01 ..., 2.38470159e-01
-3.02980812e-01 9.58248930e-01]
...,
[ -1.84316500e-01 -2.39097616e-01 -3.86565906e-01 ..., 9.09205653e-02
-5.94240695e-01 -3.27440734e-01]
[ -2.74940506e-01 -1.81540480e-01 -1.79760730e-01 ..., -1.17208776e-01
-1.35892111e-01 -3.52369160e-01]
[ 3.92588750e-02 8.53829174e-02 -3.93224023e-02 ..., 5.36229734e-02
2.90546129e+00 -7.25921381e-02]]
Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.142[[-0.16339093]
[-0.95424273]
[-1.19371516]
[-0.76605386]
[-0.06040891]
[ 2.64746607]
[-0.05340768]
[-1.09726158]
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[ 1.0300334 ]
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[ 0.14122247]
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[-1.00935274]
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[ 0.86969761]
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[-0.79623608]
[-0.62252364]
[ 0.13810993]
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[ 4.48408226]
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[-1.6482179 ]
[ 0.38129426]
[-0.30663987]
[ 4.31014733]
[-1.92495493]]
[[ -1.88800579e-02 -3.05239602e-01 2.67048861e-01 ..., -2.32119491e-01
-3.25717510e-01 2.87015488e-01]
[ 5.83038706e-02 1.45165793e-01 -2.00444915e-03 ..., -2.22392591e-01
1.62403356e+00 1.14450599e-01]
[ -5.99971299e-02 2.64357451e-01 4.68272194e-01 ..., 2.38205198e-01
-3.01499334e-01 9.57787088e-01]
...,
[ -1.84343939e-01 -2.39243908e-01 -3.86629466e-01 ..., 9.08681870e-02
-5.93472372e-01 -3.27850044e-01]
[ -2.74820610e-01 -1.80846893e-01 -1.79083864e-01 ..., -1.17006669e-01
-1.35580394e-01 -3.51488085e-01]
[ 3.91911748e-02 8.49890801e-02 -3.98864809e-02 ..., 5.35024193e-02
2.90551585e+00 -7.31701069e-02]]
Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.15866415]
[-0.9503456 ]
[-1.1891187 ]
[-0.76275885]
[-0.05737133]
[ 2.64929265]
[-0.04986558]
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[ 1.03284 ]
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[ 0.14543584]
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[ 0.87433442]
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[-0.79120515]
[-0.61844535]
[ 0.14234396]
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[ 4.48565907]
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[-1.64347214]
[ 0.38471861]
[-0.30313271]
[ 4.31900348]
[-1.92273076]]
[[ -1.91625656e-02 -3.06843180e-01 2.65567841e-01 ..., -2.32637875e-01
-3.24083958e-01 2.84601855e-01]
[ 5.82906529e-02 1.45088404e-01 -2.09897847e-03 ..., -2.22411782e-01
1.62406219e+00 1.14395939e-01]
[ -6.00382216e-02 2.64132999e-01 4.68050997e-01 ..., 2.38143410e-01
-3.02535986e-01 9.56978333e-01]
...,
[ -1.84444933e-01 -2.39809636e-01 -3.87182928e-01 ..., 9.06827930e-02
-5.92463585e-01 -3.28822008e-01]
[ -2.74914329e-01 -1.81398703e-01 -1.79640833e-01 ..., -1.17162863e-01
-1.34902138e-01 -3.52379577e-01]
[ 3.90531519e-02 8.42119433e-02 -4.05102718e-02 ..., 5.32434285e-02
2.90585957e+00 -7.43209743e-02]]
Progress: 80.6% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16391417]
[-0.95432175]
[-1.19203945]
[-0.76802451]
[-0.06214255]
[ 2.64846065]
[-0.05411001]
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[ 1.02886716]
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[ 0.13821692]
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[ 4.48508426]
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[-1.6495573 ]
[ 0.38142393]
[-0.3069942 ]
[ 4.31195576]
[-1.92360465]]
[[ -1.91102645e-02 -3.06594289e-01 2.65923762e-01 ..., -2.32535719e-01
-3.26660320e-01 2.84164086e-01]
[ 5.82921232e-02 1.45096063e-01 -2.08885885e-03 ..., -2.22409442e-01
1.62405672e+00 1.14402484e-01]
[ -6.01668883e-02 2.63348871e-01 4.67458994e-01 ..., 2.37910450e-01
-3.05910799e-01 9.57173024e-01]
...,
[ -1.84368810e-01 -2.39379502e-01 -3.86709149e-01 ..., 9.08245579e-02
-5.94204149e-01 -3.28093268e-01]
[ -2.74864340e-01 -1.81113360e-01 -1.79334142e-01 ..., -1.17064289e-01
-1.36054075e-01 -3.51985787e-01]
[ 3.90208312e-02 8.39860085e-02 -4.07458871e-02 ..., 5.31935822e-02
2.90612345e+00 -7.51972416e-02]]
Progress: 80.6% ... Training loss: 0.061 ... Validation loss: 0.135[[-0.15954363]
[-0.9501311 ]
[-1.18897222]
[-0.76346164]
[-0.05821455]
[ 2.64961771]
[-0.05056266]
[-1.09620629]
[-0.52710696]
[ 1.03156728]
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[ 0.14484311]
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[ 0.87355734]
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[-0.79197798]
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[ 0.1422367 ]
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[ 4.48546843]
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[ 0.38433088]
[-0.3030403 ]
[ 4.31923841]
[-1.92243087]]
[[ -1.92670373e-02 -3.07463932e-01 2.65532512e-01 ..., -2.32824507e-01
-3.23900622e-01 2.83792866e-01]
[ 5.82672579e-02 1.44972965e-01 -2.15023607e-03 ..., -2.22454829e-01
1.62425675e+00 1.14323248e-01]
[ -6.01814074e-02 2.63221837e-01 4.67306511e-01 ..., 2.37898600e-01
-3.04964814e-01 9.57273841e-01]
...,
[ -1.84465824e-01 -2.39931752e-01 -3.87086416e-01 ..., 9.06589415e-02
-5.92866928e-01 -3.28973566e-01]
[ -2.74917694e-01 -1.81406896e-01 -1.79431101e-01 ..., -1.17158513e-01
-1.34774379e-01 -3.52213609e-01]
[ 3.90006241e-02 8.38964057e-02 -4.09584685e-02 ..., 5.31575643e-02
2.90605757e+00 -7.54831764e-02]]
Progress: 80.7% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16611135]
[-0.95679725]
[-1.19402593]
[-0.76991342]
[-0.06503612]
[ 2.64430846]
[-0.0576102 ]
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[ 1.0281824 ]
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[ 0.13826394]
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[ 4.4841729 ]
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[ 0.37812526]
[-0.30964263]
[ 4.30844298]
[-1.92581586]]
[[ -1.89386006e-02 -3.05537192e-01 2.67329952e-01 ..., -2.32214559e-01
-3.28979598e-01 2.86615507e-01]
[ 5.82811193e-02 1.45051482e-01 -2.03827142e-03 ..., -2.22431475e-01
1.62407188e+00 1.14445782e-01]
[ -5.98754090e-02 2.64981720e-01 4.69614303e-01 ..., 2.38457792e-01
-3.11438993e-01 9.60883043e-01]
...,
[ -1.84437125e-01 -2.39768969e-01 -3.87112992e-01 ..., 9.07146607e-02
-5.94171357e-01 -3.28790509e-01]
[ -2.74744274e-01 -1.80435001e-01 -1.78308485e-01 ..., -1.16842439e-01
-1.37867031e-01 -3.50600437e-01]
[ 3.90902659e-02 8.44307340e-02 -4.03460592e-02 ..., 5.33235505e-02
2.90594446e+00 -7.48573692e-02]]
Progress: 80.7% ... Training loss: 0.065 ... Validation loss: 0.136[[-0.16021473]
[-0.951847 ]
[-1.19066872]
[-0.7642152 ]
[-0.0601698 ]
[ 2.64638204]
[-0.05280294]
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[ 1.03118739]
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[ 0.14312414]
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[ 0.87078013]
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[ 0.14125504]
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[ 4.4850156 ]
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[ 0.3818254 ]
[-0.30467577]
[ 4.31745047]
[-1.92365231]]
[[ -1.90744250e-02 -3.06233441e-01 2.66902580e-01 ..., -2.32449430e-01
-3.27004351e-01 2.86152247e-01]
[ 5.83585826e-02 1.45497573e-01 -1.75750315e-03 ..., -2.22294415e-01
1.62396417e+00 1.15061495e-01]
[ -5.99292461e-02 2.64620593e-01 4.68799347e-01 ..., 2.38345571e-01
-3.10544648e-01 9.59015046e-01]
...,
[ -1.84506672e-01 -2.40158730e-01 -3.87567905e-01 ..., 9.06019714e-02
-5.92914645e-01 -3.29101799e-01]
[ -2.74818690e-01 -1.80861809e-01 -1.78652359e-01 ..., -1.16981414e-01
-1.37109918e-01 -3.51152094e-01]
[ 3.89695149e-02 8.37722117e-02 -4.09472936e-02 ..., 5.30966507e-02
2.90599706e+00 -7.56124127e-02]]
Progress: 80.7% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16743552]
[-0.95717117]
[-1.19447955]
[-0.77110587]
[-0.06733029]
[ 2.64483519]
[-0.05891483]
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[ 4.48342554]
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[-1.65428835]
[ 0.37679049]
[-0.30928068]
[ 4.30585726]
[-1.92520964]]
[[ -1.89262304e-02 -3.05427839e-01 2.67726910e-01 ..., -2.32190098e-01
-3.28918451e-01 2.87036113e-01]
[ 5.83776803e-02 1.45600097e-01 -1.72466926e-03 ..., -2.22264651e-01
1.62389309e+00 1.15088732e-01]
[ -6.02152426e-02 2.62982003e-01 4.67401278e-01 ..., 2.37836751e-01
-3.09595099e-01 9.58287794e-01]
...,
[ -1.84471909e-01 -2.39995092e-01 -3.87250011e-01 ..., 9.06733012e-02
-5.93586285e-01 -3.29214765e-01]
[ -2.74640481e-01 -1.79835739e-01 -1.77554889e-01 ..., -1.16679297e-01
-1.38457018e-01 -3.50181871e-01]
[ 3.90092893e-02 8.39956538e-02 -4.08568867e-02 ..., 5.31690483e-02
2.90585529e+00 -7.50299894e-02]]
Progress: 80.7% ... Training loss: 0.067 ... Validation loss: 0.136[[-0.16034966]
[-0.95120743]
[-1.18994628]
[-0.76490749]
[-0.06221533]
[ 2.64901769]
[-0.05262478]
[-1.10031993]
[-0.52819018]
[ 1.03015115]
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[ 0.1419228 ]
[-0.10088415]
[-1.0066705 ]
[-0.30329793]
[ 0.86871442]
[-0.83421317]
[-0.7918056 ]
[-0.62078108]
[ 0.14039085]
[-0.35279602]
[ 4.48455452]
[-0.94420362]
[-1.64898144]
[ 0.38229731]
[-0.3035922 ]
[ 4.3164805 ]
[-1.92155493]]
[[ -1.91192139e-02 -3.06481670e-01 2.66889682e-01 ..., -2.32520238e-01
-3.24854786e-01 2.85386918e-01]
[ 5.83749352e-02 1.45584951e-01 -1.73322690e-03 ..., -2.22269657e-01
1.62390552e+00 1.15070861e-01]
[ -6.04296188e-02 2.61783240e-01 4.65431697e-01 ..., 2.37463666e-01
-3.05112486e-01 9.55128292e-01]
...,
[ -1.84511147e-01 -2.40184066e-01 -3.87279449e-01 ..., 9.06013803e-02
-5.92287619e-01 -3.29389865e-01]
[ -2.74672715e-01 -1.80025722e-01 -1.77802414e-01 ..., -1.16748241e-01
-1.37022425e-01 -3.50781738e-01]
[ 3.89040322e-02 8.34033053e-02 -4.13997873e-02 ..., 5.29905603e-02
2.90591945e+00 -7.62510390e-02]]
Progress: 80.7% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16400057]
[-0.9545041 ]
[-1.19270247]
[-0.76849892]
[-0.06511284]
[ 2.64723417]
[-0.056052 ]
[-1.10294764]
[-0.53185134]
[ 1.02790124]
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[ 0.13898691]
[-0.10373877]
[-1.00934478]
[-0.30636032]
[ 0.86491743]
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[-0.79426531]
[-0.62387393]
[ 0.13769465]
[-0.35533936]
[ 4.48363815]
[-0.9470788 ]
[-1.65116149]
[ 0.37950052]
[-0.30728272]
[ 4.31120032]
[-1.92359194]]
[[ -1.90587575e-02 -3.06131101e-01 2.67374156e-01 ..., -2.32390103e-01
-3.27090575e-01 2.86220375e-01]
[ 5.83828920e-02 1.45632266e-01 -1.71481974e-03 ..., -2.22254563e-01
1.62386413e+00 1.15107573e-01]
[ -6.02721244e-02 2.62758636e-01 4.66711117e-01 ..., 2.37770697e-01
-3.07284091e-01 9.57106975e-01]
...,
[ -1.84404872e-01 -2.39570950e-01 -3.86576506e-01 ..., 9.07912249e-02
-5.93122421e-01 -3.28615512e-01]
[ -2.74610531e-01 -1.79665680e-01 -1.77618781e-01 ..., -1.16627144e-01
-1.38144673e-01 -3.50413692e-01]
[ 3.88534444e-02 8.31123583e-02 -4.17847647e-02 ..., 5.29066206e-02
2.90608132e+00 -7.67184490e-02]]
Progress: 80.7% ... Training loss: 0.062 ... Validation loss: 0.135[[-0.16186744]
[-0.95163398]
[-1.18984725]
[-0.76724247]
[-0.06306061]
[ 2.64929373]
[-0.05387147]
[-1.10257099]
[-0.52864333]
[ 1.03003119]
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[ 0.14135687]
[-0.10018385]
[-1.00675217]
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[ 0.8677154 ]
[-0.83512432]
[-0.79188701]
[-0.62094515]
[ 0.14033102]
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[ 4.48549344]
[-0.94544656]
[-1.64975214]
[ 0.38163408]
[-0.30463662]
[ 4.31506188]
[-1.92195033]]
[[ -1.92769997e-02 -3.07347520e-01 2.66131133e-01 ..., -2.32793147e-01
-3.24532228e-01 2.84405942e-01]
[ 5.83892860e-02 1.45661525e-01 -1.66785369e-03 ..., -2.22244534e-01
1.62382577e+00 1.15139820e-01]
[ -6.05043155e-02 2.61356884e-01 4.64974800e-01 ..., 2.37352877e-01
-3.03149293e-01 9.54586369e-01]
...,
[ -1.84498655e-01 -2.40080197e-01 -3.87195901e-01 ..., 9.06362433e-02
-5.92306472e-01 -3.29119628e-01]
[ -2.74627137e-01 -1.79752996e-01 -1.77730647e-01 ..., -1.16659708e-01
-1.37560576e-01 -3.50500584e-01]
[ 3.88543367e-02 8.30878595e-02 -4.16459807e-02 ..., 5.29012617e-02
2.90617470e+00 -7.64613092e-02]]
Progress: 80.7% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16288118]
[-0.95234366]
[-1.19017313]
[-0.7678253 ]
[-0.06376471]
[ 2.64651574]
[-0.05522826]
[-1.1015593 ]
[-0.53013173]
[ 1.02980961]
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[ 0.14065095]
[-0.10173397]
[-1.00946586]
[-0.30453455]
[ 0.86583084]
[-0.83568383]
[-0.79243981]
[-0.62138711]
[ 0.13902808]
[-0.35376152]
[ 4.48511214]
[-0.94691716]
[-1.64770571]
[ 0.37965575]
[-0.30571737]
[ 4.31459832]
[-1.92294576]]
[[ -1.91706342e-02 -3.06775567e-01 2.66924190e-01 ..., -2.32614220e-01
-3.29347642e-01 2.85807493e-01]
[ 5.83062166e-02 1.45216730e-01 -2.24484545e-03 ..., -2.22385809e-01
1.62429121e+00 1.14509655e-01]
[ -6.02230097e-02 2.62992540e-01 4.66462719e-01 ..., 2.37885985e-01
-3.06639799e-01 9.56754600e-01]
...,
[ -1.84461804e-01 -2.39884936e-01 -3.87011728e-01 ..., 9.07082501e-02
-5.93777037e-01 -3.28693323e-01]
[ -2.74578692e-01 -1.79490503e-01 -1.77576843e-01 ..., -1.16573574e-01
-1.38435815e-01 -3.50234111e-01]
[ 3.87545610e-02 8.24908427e-02 -4.21540741e-02 ..., 5.27117781e-02
2.90625995e+00 -7.71879252e-02]]
Progress: 80.7% ... Training loss: 0.061 ... Validation loss: 0.134[[-0.16099527]
[-0.95040007]
[-1.18935071]
[-0.76556584]
[-0.06262875]
[ 2.64893754]
[-0.05328989]
[-1.10079997]
[-0.52925339]
[ 1.02875922]
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[ 0.14195384]
[-0.09973442]
[-1.00795892]
[-0.3032858 ]
[ 0.8672429 ]
[-0.83421604]
[-0.79218069]
[-0.62062066]
[ 0.14032575]
[-0.35304604]
[ 4.48524932]
[-0.94446968]
[-1.64667911]
[ 0.38137528]
[-0.30401493]
[ 4.31857698]
[-1.92112792]]
[[ -1.92846142e-02 -3.07451812e-01 2.66503860e-01 ..., -2.32828539e-01
-3.29516701e-01 2.84457605e-01]
[ 5.83057592e-02 1.45201471e-01 -2.17447027e-03 ..., -2.22389838e-01
1.62426585e+00 1.14470687e-01]
[ -6.03495459e-02 2.62231055e-01 4.65253571e-01 ..., 2.37660202e-01
-3.06601181e-01 9.54819386e-01]
...,
[ -1.84496619e-01 -2.40080625e-01 -3.86963281e-01 ..., 9.06425906e-02
-5.93559590e-01 -3.29036788e-01]
[ -2.74535889e-01 -1.79296640e-01 -1.77447251e-01 ..., -1.16513948e-01
-1.39574065e-01 -3.49953366e-01]
[ 3.86111001e-02 8.16164048e-02 -4.29741992e-02 ..., 5.24482341e-02
2.90678150e+00 -7.88062615e-02]]
Progress: 80.7% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.15865233]
[-0.94763503]
[-1.18783502]
[-0.76388765]
[-0.06068279]
[ 2.65200428]
[-0.0507513 ]
[-1.1002102 ]
[-0.52647558]
[ 1.03003572]
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[ 0.14391612]
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[ 0.86982411]
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[-0.61875465]
[ 0.14307701]
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[ 4.48727712]
[-0.9431169 ]
[-1.64643037]
[ 0.38362886]
[-0.30119727]
[ 4.32327059]
[-1.91923527]]
[[ -1.94585812e-02 -3.08481129e-01 2.65587846e-01 ..., -2.33155315e-01
-3.27146154e-01 2.82504019e-01]
[ 5.83451425e-02 1.45438771e-01 -1.87822691e-03 ..., -2.22314198e-01
1.62413739e+00 1.14946258e-01]
[ -6.06130484e-02 2.60705243e-01 4.64129687e-01 ..., 2.37152037e-01
-3.03929182e-01 9.52290342e-01]
...,
[ -1.84515264e-01 -2.40238402e-01 -3.87043842e-01 ..., 9.05999525e-02
-5.93606015e-01 -3.29496591e-01]
[ -2.74570321e-01 -1.79498559e-01 -1.77688972e-01 ..., -1.16587193e-01
-1.39350627e-01 -3.50173968e-01]
[ 3.86123442e-02 8.16062361e-02 -4.32346116e-02 ..., 5.24524732e-02
2.90696560e+00 -7.91604536e-02]]
Progress: 80.7% ... Training loss: 0.064 ... Validation loss: 0.140[[-0.1668897 ]
[-0.9548236 ]
[-1.19483169]
[-0.77058381]
[-0.06673495]
[ 2.64760811]
[-0.05746386]
[-1.10490708]
[-0.53453722]
[ 1.02526038]
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[ 0.13685715]
[-0.10500425]
[-1.01147085]
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[ 0.86071858]
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[-0.79765502]
[-0.62571974]
[ 0.13586557]
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[ 4.48593626]
[-0.94818926]
[-1.65253361]
[ 0.37721746]
[-0.3078755 ]
[ 4.31059511]
[-1.92384083]]
[[ -1.91467035e-02 -3.06686606e-01 2.67805286e-01 ..., -2.32580652e-01
-3.31783131e-01 2.85779784e-01]
[ 5.83516105e-02 1.45459506e-01 -1.78573251e-03 ..., -2.22306346e-01
1.62409515e+00 1.14951588e-01]
[ -6.03353363e-02 2.62367185e-01 4.66205009e-01 ..., 2.37698233e-01
-3.08465806e-01 9.55882949e-01]
...,
[ -1.84486569e-01 -2.40061267e-01 -3.86817608e-01 ..., 9.06573152e-02
-5.94073600e-01 -3.29021552e-01]
[ -2.74526647e-01 -1.79249199e-01 -1.77466325e-01 ..., -1.16511604e-01
-1.40295156e-01 -3.50066529e-01]
[ 3.87123916e-02 8.21970732e-02 -4.26496526e-02 ..., 5.26477909e-02
2.90693830e+00 -7.82397617e-02]]
Progress: 80.7% ... Training loss: 0.065 ... Validation loss: 0.136[[-0.15496302]
[-0.94504503]
[-1.18649511]
[-0.76082933]
[-0.05693753]
[ 2.65243556]
[-0.04750041]
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[ 1.03339356]
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[ 0.14713081]
[-0.0942611 ]
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[ 0.87317465]
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[-0.61686768]
[ 0.14605483]
[-0.34844024]
[ 4.48803122]
[-0.9391664 ]
[-1.64134985]
[ 0.38577778]
[-0.29898588]
[ 4.32811518]
[-1.91980593]]
[[ -1.95460400e-02 -3.08855433e-01 2.65872393e-01 ..., -2.33289386e-01
-3.25913608e-01 2.83101064e-01]
[ 5.83456238e-02 1.45426050e-01 -1.82016553e-03 ..., -2.22317306e-01
1.62416804e+00 1.14851978e-01]
[ -6.03874794e-02 2.62087144e-01 4.65562975e-01 ..., 2.37590725e-01
-3.05561873e-01 9.53389154e-01]
...,
[ -1.84489976e-01 -2.40053943e-01 -3.86770222e-01 ..., 9.06491829e-02
-5.93505124e-01 -3.29152332e-01]
[ -2.74626134e-01 -1.79780377e-01 -1.78119185e-01 ..., -1.16683104e-01
-1.38546825e-01 -3.50753992e-01]
[ 3.86703599e-02 8.19541817e-02 -4.29417588e-02 ..., 5.25754425e-02
2.90692178e+00 -7.85723969e-02]]
Progress: 80.7% ... Training loss: 0.069 ... Validation loss: 0.149[[-0.16467773]
[-0.95296732]
[-1.19405907]
[-0.76875191]
[-0.06463268]
[ 2.64861072]
[-0.05553253]
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[ 1.0264059 ]
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[ 0.13820554]
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[ 4.48664158]
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[ 0.37899086]
[-0.3070068 ]
[ 4.31362747]
[-1.92415283]]
[[ -1.92629561e-02 -3.07316261e-01 2.67621160e-01 ..., -2.32781091e-01
-3.30708779e-01 2.85615018e-01]
[ 5.83824440e-02 1.45630025e-01 -1.59260695e-03 ..., -2.22252677e-01
1.62400998e+00 1.15084075e-01]
[ -6.01751461e-02 2.63408483e-01 4.67388336e-01 ..., 2.38011775e-01
-3.11415238e-01 9.57020619e-01]
...,
[ -1.84323315e-01 -2.39060549e-01 -3.85720813e-01 ..., 9.09656473e-02
-5.96668756e-01 -3.27616911e-01]
[ -2.74613617e-01 -1.79715765e-01 -1.78159999e-01 ..., -1.16644661e-01
-1.39075477e-01 -3.50922074e-01]
[ 3.87981303e-02 8.27153916e-02 -4.20535004e-02 ..., 5.28096913e-02
2.90680265e+00 -7.71685943e-02]]
Progress: 80.7% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.15987995]
[-0.94887356]
[-1.19022202]
[-0.7653667 ]
[-0.06128885]
[ 2.65201226]
[-0.05185003]
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[ 1.02879236]
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[ 4.48757391]
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[ 0.38260443]
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[ 4.32164586]
[-1.92207305]]
[[ -1.95858632e-02 -3.09060976e-01 2.66087209e-01 ..., -2.33352235e-01
-3.26651588e-01 2.82977043e-01]
[ 5.83304631e-02 1.45341141e-01 -1.81816804e-03 ..., -2.22354782e-01
1.62534863e+00 1.14664484e-01]
[ -6.03084241e-02 2.62609785e-01 4.66258133e-01 ..., 2.37749011e-01
-3.10625649e-01 9.54928423e-01]
...,
[ -1.84397597e-01 -2.39439944e-01 -3.86200560e-01 ..., 9.08371673e-02
-5.95424791e-01 -3.27999006e-01]
[ -2.74603893e-01 -1.79654785e-01 -1.78027202e-01 ..., -1.16634780e-01
-1.39628481e-01 -3.50868418e-01]
[ 3.87400046e-02 8.23591647e-02 -4.22889178e-02 ..., 5.26880038e-02
2.90673517e+00 -7.79911363e-02]]
Progress: 80.7% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16335707]
[-0.95158404]
[-1.19338589]
[-0.76805853]
[-0.06387726]
[ 2.64944238]
[-0.05448809]
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[ 1.02687077]
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[ 4.4864761 ]
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[ 0.38017079]
[-0.30621615]
[ 4.31605555]
[-1.92280598]]
[[ -1.93477140e-02 -3.07669813e-01 2.67527353e-01 ..., -2.32896957e-01
-3.29759026e-01 2.84619222e-01]
[ 5.83555568e-02 1.45486965e-01 -1.73263229e-03 ..., -2.22308225e-01
1.62532986e+00 1.14845131e-01]
[ -6.02121033e-02 2.63271898e-01 4.67184276e-01 ..., 2.37951480e-01
-3.12014941e-01 9.55972902e-01]
...,
[ -1.84366464e-01 -2.39293670e-01 -3.86127404e-01 ..., 9.08915207e-02
-5.95712009e-01 -3.27933530e-01]
[ -2.74675655e-01 -1.80078607e-01 -1.78467012e-01 ..., -1.16759050e-01
-1.40027323e-01 -3.51604650e-01]
[ 3.86499264e-02 8.18212899e-02 -4.27829290e-02 ..., 5.25199545e-02
2.90695229e+00 -7.85166635e-02]]
Progress: 80.7% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.15904788]
[-0.94846099]
[-1.18922028]
[-0.76464431]
[-0.05963228]
[ 2.64903757]
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[ 0.38280402]
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[ 4.32304883]
[-1.92195028]]
[[ -1.94572204e-02 -3.08255325e-01 2.66788836e-01 ..., -2.33097933e-01
-3.28809898e-01 2.84251183e-01]
[ 5.81753595e-02 1.44465595e-01 -2.64705908e-03 ..., -2.22629732e-01
1.62637412e+00 1.13583044e-01]
[ -6.01280999e-02 2.63653570e-01 4.67080108e-01 ..., 2.38096536e-01
-3.12420488e-01 9.56070558e-01]
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[ -1.84369559e-01 -2.39305405e-01 -3.86110907e-01 ..., 9.08841227e-02
-5.95841324e-01 -3.27879309e-01]
[ -2.74766327e-01 -1.80591365e-01 -1.78836041e-01 ..., -1.16923571e-01
-1.39341296e-01 -3.52224688e-01]
[ 3.86265772e-02 8.16788500e-02 -4.30216775e-02 ..., 5.24719286e-02
2.90707733e+00 -7.89399174e-02]]
Progress: 80.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16263129]
[-0.95162401]
[-1.19207278]
[-0.76876882]
[-0.06295695]
[ 2.65056089]
[-0.05382906]
[-1.10283489]
[-0.53117387]
[ 1.02657434]
[-0.09359263]
[ 0.14095942]
[-0.10049255]
[-1.00873567]
[-0.30463626]
[ 0.86601546]
[-0.83701543]
[-0.79358307]
[-0.62361905]
[ 0.14029361]
[-0.35461744]
[ 4.48680427]
[-0.94551792]
[-1.64805421]
[ 0.38172851]
[-0.30572861]
[ 4.31692867]
[-1.92246479]]
[[ -1.95540893e-02 -3.08771564e-01 2.66348695e-01 ..., -2.33275405e-01
-3.25662286e-01 2.83202300e-01]
[ 5.81846130e-02 1.44506604e-01 -2.61706417e-03 ..., -2.22617187e-01
1.62658422e+00 1.13535327e-01]
[ -6.04169143e-02 2.61962934e-01 4.66088258e-01 ..., 2.37531157e-01
-3.10594114e-01 9.55598943e-01]
...,
[ -1.84318451e-01 -2.39037149e-01 -3.85590715e-01 ..., 9.09695330e-02
-5.96721644e-01 -3.27537334e-01]
[ -2.74795828e-01 -1.80715764e-01 -1.78864838e-01 ..., -1.16973570e-01
-1.38316139e-01 -3.52432874e-01]
[ 3.85954718e-02 8.15004948e-02 -4.32521884e-02 ..., 5.24104103e-02
2.90734588e+00 -7.94992433e-02]]
Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16121104]
[-0.95050085]
[-1.19171448]
[-0.76715738]
[-0.06129417]
[ 2.65139462]
[-0.05238392]
[-1.10050704]
[-0.5302574 ]
[ 1.02729566]
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[ 0.14283919]
[-0.09937138]
[-1.00855326]
[-0.30318735]
[ 0.86876177]
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[-0.7932423 ]
[-0.62188264]
[ 0.14138563]
[-0.3527386 ]
[ 4.48619958]
[-0.94549062]
[-1.64642577]
[ 0.38352265]
[-0.30450947]
[ 4.31985805]
[-1.92258877]]
[[ -1.95373152e-02 -3.08643629e-01 2.66576012e-01 ..., -2.33230785e-01
-3.26903514e-01 2.83523054e-01]
[ 5.81584735e-02 1.44365263e-01 -2.81471423e-03 ..., -2.22661185e-01
1.62695727e+00 1.13379078e-01]
[ -6.03506164e-02 2.62272931e-01 4.66830393e-01 ..., 2.37665415e-01
-3.12440174e-01 9.56258124e-01]
...,
[ -1.84290550e-01 -2.38870510e-01 -3.85409223e-01 ..., 9.10222157e-02
-5.97165940e-01 -3.27516126e-01]
[ -2.74823758e-01 -1.80903395e-01 -1.78959181e-01 ..., -1.17033421e-01
-1.37093160e-01 -3.52400534e-01]
[ 3.85838603e-02 8.14267948e-02 -4.32733879e-02 ..., 5.23804864e-02
2.90744949e+00 -7.96188415e-02]]
Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16365806]
[-0.95325157]
[-1.1940944 ]
[-0.76936318]
[-0.06242246]
[ 2.64865283]
[-0.05486772]
[-1.10157844]
[-0.53271555]
[ 1.02633799]
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[ 0.14089203]
[-0.10182421]
[-1.01166529]
[-0.30526634]
[ 0.86666995]
[-0.83869492]
[-0.79488433]
[-0.62343139]
[ 0.1397728 ]
[-0.35415908]
[ 4.48574522]
[-0.94847883]
[-1.64705308]
[ 0.38143015]
[-0.30731234]
[ 4.31542571]
[-1.92510828]]
[[ -1.93653993e-02 -3.07607655e-01 2.67629271e-01 ..., -2.32892702e-01
-3.28993238e-01 2.85140131e-01]
[ 5.81736372e-02 1.44454435e-01 -2.74317356e-03 ..., -2.22639908e-01
1.62688543e+00 1.13521697e-01]
[ -6.00678080e-02 2.63878959e-01 4.68883949e-01 ..., 2.38186259e-01
-3.14795594e-01 9.58776741e-01]
...,
[ -1.84172654e-01 -2.38205860e-01 -3.84837286e-01 ..., 9.12414510e-02
-5.98983995e-01 -3.26948498e-01]
[ -2.74897382e-01 -1.81307071e-01 -1.79401432e-01 ..., -1.17154624e-01
-1.36213892e-01 -3.52818313e-01]
[ 3.86688906e-02 8.19025387e-02 -4.26706365e-02 ..., 5.25432559e-02
2.90727279e+00 -7.89564297e-02]]
Progress: 80.8% ... Training loss: 0.062 ... Validation loss: 0.135[[-0.15984234]
[-0.95069144]
[-1.19086991]
[-0.76706096]
[-0.06014005]
[ 2.65152809]
[-0.05141291]
[-1.09979842]
[-0.52885251]
[ 1.02841909]
[-0.09195763]
[ 0.14419725]
[-0.09848549]
[-1.0085753 ]
[-0.30137836]
[ 0.87054858]
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[-0.79121375]
[-0.62029901]
[ 0.14285196]
[-0.35060145]
[ 4.4864374 ]
[-0.94622869]
[-1.64377293]
[ 0.38467465]
[-0.30457113]
[ 4.32172141]
[-1.92292045]]
[[-0.01965337 -0.30921289 0.26606265 ..., -0.23339204 -0.32610417
0.28256313]
[ 0.05813738 0.14424008 -0.00301406 ..., -0.22270912 1.62786808
0.11300175]
[-0.06022366 0.26300434 0.46785334 ..., 0.23789865 -0.31148243
0.95707152]
...,
[-0.1842039 -0.23838436 -0.38532199 ..., 0.09118502 -0.59900252
-0.32731396]
[-0.27507831 -0.18234793 -0.18051836 ..., -0.11746698 -0.13384794
-0.3544959 ]
[ 0.03859161 0.08147569 -0.04299738 ..., 0.05240076 2.90760762
-0.07958344]]
Progress: 80.8% ... Training loss: 0.062 ... Validation loss: 0.139[[-0.16032782]
[-0.95121291]
[-1.1927008 ]
[-0.76711112]
[-0.06065761]
[ 2.65189083]
[-0.05145173]
[-1.09907692]
[-0.53021134]
[ 1.02793095]
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[ 0.1437553 ]
[-0.09861479]
[-1.00878787]
[-0.30245144]
[ 0.86950684]
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[-0.79213483]
[-0.62174923]
[ 0.1421998 ]
[-0.35124853]
[ 4.48671971]
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[-1.64374342]
[ 0.38459356]
[-0.30525014]
[ 4.32123319]
[-1.92342728]]
[[-0.0195696 -0.30873621 0.26651995 ..., -0.23323922 -0.3278606
0.28335079]
[ 0.05810396 0.14404372 -0.00318664 ..., -0.22277038 1.62793264
0.11289434]
[-0.06010498 0.26365776 0.46846407 ..., 0.23811403 -0.31177973
0.95749838]
...,
[-0.18422673 -0.2385124 -0.38551997 ..., 0.09114524 -0.59884547
-0.32753514]
[-0.27513464 -0.18272239 -0.18074302 ..., -0.11757258 -0.13244619
-0.35510362]
[ 0.03858964 0.08146636 -0.04293273 ..., 0.05239655 2.90759344
-0.07947923]]
Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16014084]
[-0.95008557]
[-1.19176915]
[-0.76623047]
[-0.05955863]
[ 2.65232588]
[-0.05163086]
[-1.0992178 ]
[-0.52958342]
[ 1.02760944]
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[ 0.14389296]
[-0.09820616]
[-1.00866828]
[-0.30173755]
[ 0.87001529]
[-0.83553009]
[-0.79241788]
[-0.62102226]
[ 0.14268496]
[-0.35154953]
[ 4.4869209 ]
[-0.94558692]
[-1.64422623]
[ 0.38463966]
[-0.3043121 ]
[ 4.32169353]
[-1.92291588]]
[[ -1.95449363e-02 -3.08602543e-01 2.66763139e-01 ..., -2.33213648e-01
-3.28592112e-01 2.83445663e-01]
[ 5.81978393e-02 1.44591782e-01 -2.58839351e-03 ..., -2.22596169e-01
1.62768705e+00 1.13456620e-01]
[ -6.02066322e-02 2.63061192e-01 4.67941915e-01 ..., 2.37947340e-01
-3.10706291e-01 9.56071214e-01]
...,
[ -1.84216068e-01 -2.38474243e-01 -3.85417606e-01 ..., 9.11789092e-02
-5.98415603e-01 -3.27845264e-01]
[ -2.75168726e-01 -1.82918231e-01 -1.81017960e-01 ..., -1.17648587e-01
-1.32896283e-01 -3.55191133e-01]
[ 3.85336743e-02 8.11431842e-02 -4.32756763e-02 ..., 5.22768081e-02
2.90760974e+00 -7.96597547e-02]]
Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16214841]
[-0.95140117]
[-1.19123371]
[-0.76875462]
[-0.06194855]
[ 2.65173915]
[-0.05343856]
[-1.10341919]
[-0.52930028]
[ 1.02802424]
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[ 0.14156365]
[-0.10075857]
[-1.00843176]
[-0.30358186]
[ 0.86739131]
[-0.83683527]
[-0.79273353]
[-0.62160821]
[ 0.14086753]
[-0.3535688 ]
[ 4.48739232]
[-0.94768947]
[-1.64790431]
[ 0.38337133]
[-0.30541087]
[ 4.3180461 ]
[-1.92240249]]
[[ -1.94318065e-02 -3.07970779e-01 2.67143158e-01 ..., -2.33018423e-01
-3.29077262e-01 2.83980762e-01]
[ 5.82145449e-02 1.44690596e-01 -2.66390841e-03 ..., -2.22563203e-01
1.62734304e+00 1.13382418e-01]
[ -6.05337866e-02 2.61228986e-01 4.66069895e-01 ..., 2.37359223e-01
-3.08281188e-01 9.53516113e-01]
...,
[ -1.84184018e-01 -2.38297011e-01 -3.85586416e-01 ..., 9.12360958e-02
-5.98575593e-01 -3.27511796e-01]
[ -2.75111694e-01 -1.82593278e-01 -1.80808324e-01 ..., -1.17550222e-01
-1.33453385e-01 -3.54902085e-01]
[ 3.87137020e-02 8.21893732e-02 -4.24414196e-02 ..., 5.25999060e-02
2.90733021e+00 -7.89525447e-02]]
Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.135[[-0.1603918 ]
[-0.95046672]
[-1.1910107 ]
[-0.76719542]
[-0.06059095]
[ 2.65160262]
[-0.05214797]
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[-0.52842551]
[ 1.02878506]
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[ 0.14271228]
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[-1.00804798]
[-0.30252845]
[ 0.86860896]
[-0.8361254 ]
[-0.7925586 ]
[-0.62057963]
[ 0.14203726]
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[ 4.48723801]
[-0.94643665]
[-1.64565317]
[ 0.38458115]
[-0.30481663]
[ 4.32058135]
[-1.92256656]]
[[ -1.94327177e-02 -3.07948174e-01 2.67184952e-01 ..., -2.33035490e-01
-3.29575331e-01 2.84421635e-01]
[ 5.81961738e-02 1.44585649e-01 -2.80988483e-03 ..., -2.22597069e-01
1.62776094e+00 1.13154610e-01]
[ -6.03910236e-02 2.62030347e-01 4.66476998e-01 ..., 2.37603561e-01
-3.10644070e-01 9.54753241e-01]
...,
[ -1.84197664e-01 -2.38376994e-01 -3.85740882e-01 ..., 9.12096585e-02
-5.98425328e-01 -3.27622962e-01]
[ -2.75080876e-01 -1.82400435e-01 -1.80452876e-01 ..., -1.17492875e-01
-1.33699844e-01 -3.54438937e-01]
[ 3.87153605e-02 8.21713969e-02 -4.22775055e-02 ..., 5.26019603e-02
2.90727353e+00 -7.88123156e-02]]
Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16605913]
[-0.95522449]
[-1.1949935 ]
[-0.77140206]
[-0.06424051]
[ 2.64751788]
[-0.05713338]
[-1.1048781 ]
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[ 1.02598291]
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[ 0.13758686]
[-0.1055084 ]
[-1.01256821]
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[ 0.86212698]
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[-0.62496391]
[ 0.13723946]
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[ 4.48712036]
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[ 0.37962195]
[-0.30940792]
[ 4.3121211 ]
[-1.92540834]]
[[ -1.91200668e-02 -3.06161517e-01 2.69273855e-01 ..., -2.32464141e-01
-3.33276631e-01 2.86964879e-01]
[ 5.82007066e-02 1.44612743e-01 -2.73833623e-03 ..., -2.22590838e-01
1.62772639e+00 1.13257545e-01]
[ -6.02398305e-02 2.62882751e-01 4.67766631e-01 ..., 2.37902025e-01
-3.13962560e-01 9.56546290e-01]
...,
[ -1.84067137e-01 -2.37695284e-01 -3.85089566e-01 ..., 9.14556386e-02
-6.00638454e-01 -3.26735427e-01]
[ -2.75048673e-01 -1.82225771e-01 -1.80171658e-01 ..., -1.17435720e-01
-1.34318715e-01 -3.54156498e-01]
[ 3.87895669e-02 8.26147947e-02 -4.18510658e-02 ..., 5.27354749e-02
2.90710437e+00 -7.79553118e-02]]
Progress: 80.8% ... Training loss: 0.065 ... Validation loss: 0.135[[-0.16089071]
[-0.9499111 ]
[-1.1903146 ]
[-0.76660806]
[-0.0589342 ]
[ 2.64813123]
[-0.05253582]
[-1.1003088 ]
[-0.52768777]
[ 1.03181091]
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[ 0.14258099]
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[-0.3016659 ]
[ 0.86828304]
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[-0.79240699]
[-0.61970414]
[ 0.14212881]
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[ 4.48865288]
[-0.94696979]
[-1.64406609]
[ 0.38302462]
[-0.30458705]
[ 4.31996024]
[-1.92407015]]
[[ -1.90785173e-02 -3.05949441e-01 2.69632181e-01 ..., -2.32418358e-01
-3.30110792e-01 2.86930033e-01]
[ 5.82660985e-02 1.44978035e-01 -2.30748987e-03 ..., -2.22493503e-01
1.62756771e+00 1.13943299e-01]
[ -6.02272187e-02 2.63009892e-01 4.67914292e-01 ..., 2.37917140e-01
-3.11433279e-01 9.55950955e-01]
...,
[ -1.84171771e-01 -2.38306813e-01 -3.85639866e-01 ..., 9.12673362e-02
-5.98828394e-01 -3.27752608e-01]
[ -2.75199261e-01 -1.83075919e-01 -1.81199202e-01 ..., -1.17714662e-01
-1.32746347e-01 -3.55234003e-01]
[ 3.88087637e-02 8.27085004e-02 -4.19235157e-02 ..., 5.27614333e-02
2.90700315e+00 -7.74996841e-02]]
Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16011067]
[-0.94978392]
[-1.1908967 ]
[-0.7662487 ]
[-0.05889052]
[ 2.64857926]
[-0.05222762]
[-1.10036307]
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[ 1.03085684]
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[ 0.14266957]
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[ 0.86849076]
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[ 0.14287543]
[-0.35123612]
[ 4.48952605]
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[ 0.38349044]
[-0.30470727]
[ 4.32098456]
[-1.92422358]]
[[ -1.92488349e-02 -3.06939435e-01 2.68916562e-01 ..., -2.32722653e-01
-3.29195021e-01 2.85389633e-01]
[ 5.82621214e-02 1.44954977e-01 -2.33526993e-03 ..., -2.22500979e-01
1.62761675e+00 1.13913810e-01]
[ -6.01811495e-02 2.63187653e-01 4.68379946e-01 ..., 2.38033018e-01
-3.11024411e-01 9.56327899e-01]
...,
[ -1.84176132e-01 -2.38337913e-01 -3.85583404e-01 ..., 9.12595702e-02
-5.98877590e-01 -3.27738117e-01]
[ -2.75165930e-01 -1.82885565e-01 -1.81117537e-01 ..., -1.17645647e-01
-1.34160688e-01 -3.55338572e-01]
[ 3.87819368e-02 8.25194982e-02 -4.18039768e-02 ..., 5.27253969e-02
2.90707550e+00 -7.76144190e-02]]
Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.1609791 ]
[-0.95002886]
[-1.19148472]
[-0.7668991 ]
[-0.05939698]
[ 2.65069872]
[-0.05218324]
[-1.10268587]
[-0.52757023]
[ 1.03055746]
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[ 0.14178435]
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[ 0.86738664]
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[-0.79376447]
[-0.6204364 ]
[ 0.14259946]
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[ 4.48987479]
[-0.9459193 ]
[-1.64696207]
[ 0.38376984]
[-0.30431455]
[ 4.31951746]
[-1.92362475]]
[[ -1.92993155e-02 -3.07242760e-01 2.68923539e-01 ..., -2.32835767e-01
-3.28997426e-01 2.84876433e-01]
[ 5.82275434e-02 1.44777394e-01 -2.31819213e-03 ..., -2.22565957e-01
1.62788494e+00 1.13807009e-01]
[ -6.04800306e-02 2.61407158e-01 4.66778087e-01 ..., 2.37483185e-01
-3.06844020e-01 9.54369343e-01]
...,
[ -1.84173359e-01 -2.38375346e-01 -3.85611177e-01 ..., 9.12628574e-02
-5.98523364e-01 -3.27832160e-01]
[ -2.75107482e-01 -1.82574856e-01 -1.80830365e-01 ..., -1.17550868e-01
-1.34439591e-01 -3.55070291e-01]
[ 3.88808218e-02 8.30739212e-02 -4.12434900e-02 ..., 5.28995844e-02
2.90702614e+00 -7.71003728e-02]]
Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16484214]
[-0.95310871]
[-1.19309691]
[-0.76977939]
[-0.06129974]
[ 2.64828293]
[-0.05528277]
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[ 1.02958674]
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[ 0.13975012]
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[ 0.8652398 ]
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[ 0.14019838]
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[ 4.48885171]
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[ 0.38163651]
[-0.30699334]
[ 4.31320433]
[-1.92585903]]
[[ -1.92242571e-02 -3.06751043e-01 2.69421633e-01 ..., -2.32678251e-01
-3.27675347e-01 2.85100104e-01]
[ 5.82054845e-02 1.44668227e-01 -2.54259319e-03 ..., -2.22601301e-01
1.62836196e+00 1.13656311e-01]
[ -6.03603912e-02 2.61971284e-01 4.67959304e-01 ..., 2.37716697e-01
-3.06388878e-01 9.56951189e-01]
...,
[ -1.84207383e-01 -2.38566558e-01 -3.85870191e-01 ..., 9.12022861e-02
-5.97571508e-01 -3.28216552e-01]
[ -2.75203840e-01 -1.83147771e-01 -1.81529836e-01 ..., -1.17731634e-01
-1.33218518e-01 -3.55608469e-01]
[ 3.90498620e-02 8.39907475e-02 -4.01377443e-02 ..., 5.32170862e-02
2.90692167e+00 -7.53791862e-02]]
Progress: 80.8% ... Training loss: 0.061 ... Validation loss: 0.134[[-0.1596698 ]
[-0.94815911]
[-1.18895194]
[-0.76520783]
[-0.05654486]
[ 2.65186009]
[-0.0497342 ]
[-1.10039022]
[-0.52574778]
[ 1.03261818]
[-0.09157932]
[ 0.14508595]
[-0.09600455]
[-1.00668936]
[-0.29971767]
[ 0.87140675]
[-0.83489057]
[-0.79200674]
[-0.61794112]
[ 0.14488754]
[-0.34901147]
[ 4.49019654]
[-0.9453187 ]
[-1.64506098]
[ 0.38638874]
[-0.30226054]
[ 4.32264198]
[-1.92375138]]
[[ -1.95318121e-02 -3.08415778e-01 2.67638410e-01 ..., -2.33214774e-01
-3.23391252e-01 2.82730214e-01]
[ 5.81798430e-02 1.44524061e-01 -2.71878873e-03 ..., -2.22647318e-01
1.62882578e+00 1.13381117e-01]
[ -6.04331325e-02 2.61434115e-01 4.66965430e-01 ..., 2.37558903e-01
-3.04665760e-01 9.55475102e-01]
...,
[ -1.84196085e-01 -2.38491397e-01 -3.85730972e-01 ..., 9.12224061e-02
-5.97442393e-01 -3.27971078e-01]
[ -2.75319801e-01 -1.83794905e-01 -1.82269669e-01 ..., -1.17920268e-01
-1.31584147e-01 -3.56713591e-01]
[ 3.89107811e-02 8.31940321e-02 -4.07690162e-02 ..., 5.29576889e-02
2.90705721e+00 -7.65884578e-02]]
Progress: 80.8% ... Training loss: 0.064 ... Validation loss: 0.142[[-0.16130524]
[-0.94980064]
[-1.19010569]
[-0.76768004]
[-0.05862586]
[ 2.65356362]
[-0.05119198]
[-1.10282905]
[-0.52703011]
[ 1.0299502 ]
[-0.09340361]
[ 0.14352892]
[-0.09744044]
[-1.00751378]
[-0.3009245 ]
[ 0.86993598]
[-0.83686626]
[-0.79416148]
[-0.61879672]
[ 0.1432627 ]
[-0.35063822]
[ 4.4898272 ]
[-0.94734339]
[-1.64766107]
[ 0.38606029]
[-0.30391346]
[ 4.32004622]
[-1.92396396]]
[[ -1.96699752e-02 -3.09239035e-01 2.66757245e-01 ..., -2.33475102e-01
-3.22875629e-01 2.81119732e-01]
[ 5.81639945e-02 1.44430041e-01 -2.86980050e-03 ..., -2.22674420e-01
1.62930421e+00 1.13097871e-01]
[ -6.05964324e-02 2.60491663e-01 4.66240516e-01 ..., 2.37263249e-01
-3.04716414e-01 9.54722791e-01]
...,
[ -1.84182551e-01 -2.38414778e-01 -3.85629205e-01 ..., 9.12489097e-02
-5.96967077e-01 -3.27721262e-01]
[ -2.75271180e-01 -1.83529380e-01 -1.81921946e-01 ..., -1.17830934e-01
-1.32295400e-01 -3.56353456e-01]
[ 3.88293847e-02 8.27100443e-02 -4.12117143e-02 ..., 5.27989877e-02
2.90722931e+00 -7.77259495e-02]]
Progress: 80.9% ... Training loss: 0.062 ... Validation loss: 0.138[[-0.16567029]
[-0.95364006]
[-1.19335424]
[-0.77138344]
[-0.06199931]
[ 2.65130148]
[-0.05505455]
[-1.10538734]
[-0.53100254]
[ 1.02757247]
[-0.09708706]
[ 0.13986306]
[-0.10211299]
[-1.01046501]
[-0.30533834]
[ 0.8656335 ]
[-0.84111275]
[-0.79772711]
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[ 0.13937445]
[-0.35462085]
[ 4.48972242]
[-0.95098893]
[-1.65120459]
[ 0.38296276]
[-0.30780878]
[ 4.31304065]
[-1.9260487 ]]
[[ -1.94880796e-02 -3.08218459e-01 2.67564019e-01 ..., -2.33133552e-01
-3.24508833e-01 2.82413246e-01]
[ 5.82304804e-02 1.44815106e-01 -2.68502178e-03 ..., -2.22552556e-01
1.62924135e+00 1.13539730e-01]
[ -6.04679398e-02 2.61229372e-01 4.67450859e-01 ..., 2.37496538e-01
-3.08293878e-01 9.56311023e-01]
...,
[ -1.84134531e-01 -2.38133079e-01 -3.85345747e-01 ..., 9.13378346e-02
-5.96367150e-01 -3.27342670e-01]
[ -2.75152573e-01 -1.82883621e-01 -1.81491948e-01 ..., -1.17621067e-01
-1.34007501e-01 -3.55593834e-01]
[ 3.89170668e-02 8.32572766e-02 -4.06934149e-02 ..., 5.29743738e-02
2.90709733e+00 -7.72937422e-02]]
Progress: 80.9% ... Training loss: 0.062 ... Validation loss: 0.134[[-0.16379397]
[-0.9520276 ]
[-1.191849 ]
[-0.76912577]
[-0.05966605]
[ 2.65139329]
[-0.05339634]
[-1.10275782]
[-0.52947585]
[ 1.02939767]
[-0.09506609]
[ 0.14148392]
[-0.10003332]
[-1.00891531]
[-0.30366902]
[ 0.8675368 ]
[-0.83913868]
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[ 0.14118504]
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[ 4.489481 ]
[-0.94874382]
[-1.64860778]
[ 0.38421274]
[-0.30632524]
[ 4.31601311]
[-1.92555978]]
[[ -1.94823594e-02 -3.08240759e-01 2.67621984e-01 ..., -2.33104343e-01
-3.24556209e-01 2.82438989e-01]
[ 5.81902805e-02 1.44587999e-01 -2.77275288e-03 ..., -2.22625051e-01
1.62937243e+00 1.13325361e-01]
[ -6.03675866e-02 2.61806260e-01 4.67663271e-01 ..., 2.37672677e-01
-3.07704859e-01 9.56361299e-01]
...,
[ -1.84138019e-01 -2.38157869e-01 -3.85401934e-01 ..., 9.13335395e-02
-5.96030367e-01 -3.27518173e-01]
[ -2.75175046e-01 -1.83076856e-01 -1.81595760e-01 ..., -1.17654115e-01
-1.34514755e-01 -3.55804256e-01]
[ 3.89287801e-02 8.33128663e-02 -4.05243732e-02 ..., 5.29952253e-02
2.90706550e+00 -7.70019513e-02]]
Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.135[[-0.16603443]
[-0.95396909]
[-1.19350553]
[-0.77114665]
[-0.06145591]
[ 2.65075822]
[-0.05516464]
[-1.10461213]
[-0.53122367]
[ 1.02904225]
[-0.09675919]
[ 0.13937736]
[-0.10215591]
[-1.00974978]
[-0.30573846]
[ 0.86483781]
[-0.8411232 ]
[-0.79783292]
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[ 0.1390986 ]
[-0.35458819]
[ 4.49023283]
[-0.95040042]
[-1.65107679]
[ 0.38217044]
[-0.30779436]
[ 4.31235405]
[-1.9268147 ]]
[[ -1.93959416e-02 -3.07731823e-01 2.67833881e-01 ..., -2.32936891e-01
-3.24524792e-01 2.83209449e-01]
[ 5.81756397e-02 1.44503715e-01 -2.89540808e-03 ..., -2.22652955e-01
1.62939902e+00 1.13253277e-01]
[ -6.03617910e-02 2.61839696e-01 4.68010944e-01 ..., 2.37686406e-01
-3.05852971e-01 9.56341438e-01]
...,
[ -1.84188351e-01 -2.38443712e-01 -3.85709361e-01 ..., 9.12458031e-02
-5.95097232e-01 -3.28054144e-01]
[ -2.75080108e-01 -1.82561350e-01 -1.81245085e-01 ..., -1.17487661e-01
-1.36813245e-01 -3.55178630e-01]
[ 3.90769210e-02 8.41697039e-02 -3.97226952e-02 ..., 5.32695645e-02
2.90684185e+00 -7.57103635e-02]]
Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.134[[-0.16301855]
[-0.95111337]
[-1.19134249]
[-0.768453 ]
[-0.05978342]
[ 2.65196412]
[-0.05298841]
[-1.1026047 ]
[-0.52882533]
[ 1.0304965 ]
[-0.09475523]
[ 0.141554 ]
[-0.09949326]
[-1.00795793]
[-0.30324648]
[ 0.86719037]
[-0.83815001]
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[ 0.14148529]
[-0.35215706]
[ 4.49088177]
[-0.94808279]
[-1.64805137]
[ 0.38369566]
[-0.30514058]
[ 4.31782224]
[-1.92531913]]
[[-0.0195032 -0.30835877 0.26740084 ..., -0.23313356 -0.32356784
0.28233083]
[ 0.05814998 0.14435938 -0.00305544 ..., -0.22269866 1.62945807
0.11315324]
[-0.0604054 0.26155256 0.46739841 ..., 0.23760864 -0.3066305
0.95490104]
...,
[-0.18420056 -0.23849613 -0.38588383 ..., 0.09122714 -0.59486242
-0.3281332 ]
[-0.27505368 -0.18241752 -0.18109616 ..., -0.11744038 -0.13719384
-0.35506084]
[ 0.03900035 0.0837244 -0.04014543 ..., 0.05311945 2.90692234
-0.07609618]]
Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16660229]
[-0.95454335]
[-1.19434787]
[-0.77081859]
[-0.06225911]
[ 2.64762631]
[-0.05649707]
[-1.10353187]
[-0.53272328]
[ 1.02883907]
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[ 0.13845173]
[-0.10363558]
[-1.01216835]
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[ 0.86339255]
[-0.84153406]
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[ 0.13855362]
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[ 4.49007399]
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[-1.6490609 ]
[ 0.3802901 ]
[-0.30843256]
[ 4.31232302]
[-1.92788589]]
[[ -1.92755994e-02 -3.07083560e-01 2.69039595e-01 ..., -2.32717191e-01
-3.26857430e-01 2.84490382e-01]
[ 5.82118135e-02 1.44685016e-01 -2.65035060e-03 ..., -2.22582769e-01
1.62923510e+00 1.13887062e-01]
[ -6.00551704e-02 2.63516369e-01 4.69504827e-01 ..., 2.38268049e-01
-3.10349522e-01 9.59023203e-01]
...,
[ -1.84127042e-01 -2.38072485e-01 -3.85401854e-01 ..., 9.13650598e-02
-5.95630175e-01 -3.27644346e-01]
[ -2.74989340e-01 -1.82082276e-01 -1.80653520e-01 ..., -1.17335093e-01
-1.38123322e-01 -3.54628127e-01]
[ 3.90574555e-02 8.40361355e-02 -3.97401200e-02 ..., 5.32188379e-02
2.90678004e+00 -7.53463701e-02]]
Progress: 80.9% ... Training loss: 0.062 ... Validation loss: 0.135[[-0.16212594]
[-0.95071528]
[-1.19305464]
[-0.76611164]
[-0.05813615]
[ 2.6504462 ]
[-0.05272967]
[-1.09949264]
[-0.52936596]
[ 1.03041407]
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[ 0.14222459]
[-0.09954086]
[-1.01030535]
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[ 0.86817629]
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[-0.79722288]
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[ 0.14264906]
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[ 4.48977811]
[-0.9468538 ]
[-1.64535331]
[ 0.38328732]
[-0.30416848]
[ 4.31833173]
[-1.92651868]]
[[ -1.94080985e-02 -3.07779777e-01 2.68427895e-01 ..., -2.32972418e-01
-3.24587782e-01 2.83364700e-01]
[ 5.83208951e-02 1.45333992e-01 -1.94597024e-03 ..., -2.22402177e-01
1.62896066e+00 1.15184783e-01]
[ -6.00779594e-02 2.63397812e-01 4.68692769e-01 ..., 2.38232045e-01
-3.09504121e-01 9.57996958e-01]
...,
[ -1.84213512e-01 -2.38555195e-01 -3.85708211e-01 ..., 9.12130224e-02
-5.94546172e-01 -3.28060945e-01]
[ -2.74884729e-01 -1.81491638e-01 -1.80050967e-01 ..., -1.17156686e-01
-1.38697797e-01 -3.54111290e-01]
[ 3.90230538e-02 8.38147105e-02 -3.98122266e-02 ..., 5.31454945e-02
2.90676904e+00 -7.56434180e-02]]
Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.1627334 ]
[-0.95144141]
[-1.19339122]
[-0.76728155]
[-0.05953691]
[ 2.64974091]
[-0.05369448]
[-1.10059053]
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[ 1.0313911 ]
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[ 0.14131641]
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[ 0.86652174]
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[ 0.14171768]
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[ 4.48965384]
[-0.94681932]
[-1.64593092]
[ 0.38263704]
[-0.30543878]
[ 4.31756195]
[-1.9267519 ]]
[[ -1.92612505e-02 -3.06920487e-01 2.69233359e-01 ..., -2.32695640e-01
-3.26318129e-01 2.84134812e-01]
[ 5.83461422e-02 1.45479022e-01 -1.79139239e-03 ..., -2.22358497e-01
1.62890057e+00 1.15302615e-01]
[ -6.01154960e-02 2.63129131e-01 4.68571957e-01 ..., 2.38154872e-01
-3.11616609e-01 9.58032520e-01]
...,
[ -1.84237923e-01 -2.38697764e-01 -3.85795593e-01 ..., 9.11536785e-02
-5.93880641e-01 -3.28649065e-01]
[ -2.74843346e-01 -1.81264732e-01 -1.79993885e-01 ..., -1.17072538e-01
-1.39772363e-01 -3.53959782e-01]
[ 3.90140862e-02 8.37594011e-02 -4.00006328e-02 ..., 5.31270477e-02
2.90674699e+00 -7.57154427e-02]]
Progress: 80.9% ... Training loss: 0.060 ... Validation loss: 0.136[[-0.16213436]
[-0.95198736]
[-1.1955405 ]
[-0.76536898]
[-0.05845594]
[ 2.65048149]
[-0.05300407]
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[ 1.03004222]
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[ 0.14186187]
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[ 0.8661954 ]
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[ 0.14240641]
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[ 4.48911193]
[-0.94420238]
[-1.64519391]
[ 0.38271856]
[-0.30604415]
[ 4.31794994]
[-1.92711089]]
[[ -1.92684558e-02 -3.06966579e-01 2.69632527e-01 ..., -2.32709986e-01
-3.26306237e-01 2.84726739e-01]
[ 5.83537626e-02 1.45522130e-01 -1.80372973e-03 ..., -2.22344426e-01
1.62891052e+00 1.15276001e-01]
[ -5.98571142e-02 2.64556546e-01 4.69670180e-01 ..., 2.38608550e-01
-3.17568190e-01 9.59432021e-01]
...,
[ -1.84093431e-01 -2.37867523e-01 -3.84989155e-01 ..., 9.14193284e-02
-5.95900295e-01 -3.27799968e-01]
[ -2.74884363e-01 -1.81491237e-01 -1.79879593e-01 ..., -1.17151626e-01
-1.38564340e-01 -3.54244590e-01]
[ 3.89799067e-02 8.35606087e-02 -4.01615186e-02 ..., 5.30636327e-02
2.90684367e+00 -7.57932354e-02]]
Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16086648]
[-0.95176849]
[-1.19563457]
[-0.7645552 ]
[-0.05780423]
[ 2.65124143]
[-0.05234417]
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[ 1.03017935]
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[ 0.14265334]
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[ 0.86701214]
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[ 4.4892935 ]
[-0.94349696]
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[ 0.38369926]
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[ 4.31923461]
[-1.9268207 ]]
[[ -1.91971576e-02 -3.06546119e-01 2.69652061e-01 ..., -2.32568437e-01
-3.27496673e-01 2.85226346e-01]
[ 5.83595005e-02 1.45550270e-01 -1.78707757e-03 ..., -2.22335930e-01
1.62890198e+00 1.15289655e-01]
[ -5.98824133e-02 2.64424706e-01 4.69703033e-01 ..., 2.38555095e-01
-3.17574195e-01 9.58857519e-01]
...,
[ -1.84097102e-01 -2.37905072e-01 -3.85094370e-01 ..., 9.14152135e-02
-5.96290531e-01 -3.28116116e-01]
[ -2.74886650e-01 -1.81474075e-01 -1.80069487e-01 ..., -1.17151312e-01
-1.38226232e-01 -3.54466812e-01]
[ 3.89665412e-02 8.34815801e-02 -4.01893462e-02 ..., 5.30359502e-02
2.90687966e+00 -7.59410578e-02]]
Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.15987933]
[-0.95027741]
[-1.19419264]
[-0.76437173]
[-0.05728337]
[ 2.65207624]
[-0.05099872]
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[ 1.03107125]
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[ 0.14373906]
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[ 0.86802201]
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[ 0.14382698]
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[ 4.48951258]
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[-1.64512441]
[ 0.38516685]
[-0.30450368]
[ 4.32078199]
[-1.92557706]]
[[ -1.92813038e-02 -3.07056031e-01 2.69296355e-01 ..., -2.32714348e-01
-3.26443837e-01 2.84560617e-01]
[ 5.83449209e-02 1.45490050e-01 -1.72534567e-03 ..., -2.22367944e-01
1.62915939e+00 1.15259808e-01]
[ -6.00586968e-02 2.63408065e-01 4.68461499e-01 ..., 2.38255354e-01
-3.15771445e-01 9.57121466e-01]
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[ -1.84160885e-01 -2.38278720e-01 -3.85446414e-01 ..., 9.13024026e-02
-5.95016489e-01 -3.28869136e-01]
[ -2.74848601e-01 -1.81306939e-01 -1.79885511e-01 ..., -1.17090516e-01
-1.38737006e-01 -3.54535458e-01]
[ 3.88939161e-02 8.30529342e-02 -4.03813181e-02 ..., 5.29028970e-02
2.90704270e+00 -7.68361004e-02]]
Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16087647]
[-0.95201538]
[-1.19406303]
[-0.76650134]
[-0.05861842]
[ 2.65043521]
[-0.05291486]
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[ 1.03220354]
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[ 0.14243386]
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[-1.00947273]
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[ 0.86653255]
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[ 0.1426926 ]
[-0.3528823 ]
[ 4.48856094]
[-0.9437887 ]
[-1.64498395]
[ 0.38400104]
[-0.30663488]
[ 4.31858161]
[-1.92661158]]
[[ -1.91636300e-02 -3.06314351e-01 2.69915827e-01 ..., -2.32506487e-01
-3.28736061e-01 2.85442253e-01]
[ 5.83493228e-02 1.45517169e-01 -1.77631562e-03 ..., -2.22368193e-01
1.62937927e+00 1.15315130e-01]
[ -5.99307932e-02 2.64269425e-01 4.69981918e-01 ..., 2.38517796e-01
-3.16074463e-01 9.58134028e-01]
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[ -1.84129480e-01 -2.38122017e-01 -3.85199397e-01 ..., 9.13597636e-02
-5.96139625e-01 -3.28443049e-01]
[ -2.74782636e-01 -1.80903200e-01 -1.79586684e-01 ..., -1.16994332e-01
-1.39764728e-01 -3.53911913e-01]
[ 3.88999598e-02 8.31138604e-02 -4.03130686e-02 ..., 5.29211985e-02
2.90701649e+00 -7.71524733e-02]]
Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15992057]
[-0.95131125]
[-1.19341734]
[-0.7658371 ]
[-0.05759318]
[ 2.64981095]
[-0.05260563]
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[ 1.03329138]
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[ 0.14288544]
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[ 0.14353013]
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[ 4.48870509]
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[ 0.38428385]
[-0.30612852]
[ 4.31981736]
[-1.92686245]]
[[ -1.91049548e-02 -3.05939274e-01 2.70186149e-01 ..., -2.32397708e-01
-3.29216293e-01 2.86322643e-01]
[ 5.83782089e-02 1.45669529e-01 -1.64752512e-03 ..., -2.22319801e-01
1.62926519e+00 1.15379455e-01]
[ -5.98704185e-02 2.64605329e-01 4.70384736e-01 ..., 2.38623029e-01
-3.17088632e-01 9.58700905e-01]
...,
[ -1.84102547e-01 -2.37956786e-01 -3.84931445e-01 ..., 9.14126719e-02
-5.96772100e-01 -3.28167461e-01]
[ -2.74746855e-01 -1.80693878e-01 -1.79250079e-01 ..., -1.16934329e-01
-1.39739280e-01 -3.53383022e-01]
[ 3.88979626e-02 8.30970535e-02 -4.02445682e-02 ..., 5.29162018e-02
2.90697398e+00 -7.72024677e-02]]
Progress: 80.9% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.15420308]
[-0.94610734]
[-1.18933279]
[-0.76147739]
[-0.0539286 ]
[ 2.65435138]
[-0.04754937]
[-1.09816937]
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[ 1.0361899 ]
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[ 0.14731913]
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[ 0.87320847]
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[ 0.14800003]
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[ 4.4906124 ]
[-0.93986956]
[-1.64228975]
[ 0.38883389]
[-0.30092314]
[ 4.32860838]
[-1.92313534]]
[[ -1.93238049e-02 -3.07251516e-01 2.68937491e-01 ..., -2.32806634e-01
-3.26676828e-01 2.84105092e-01]
[ 5.83954528e-02 1.45764482e-01 -1.49375698e-03 ..., -2.22288157e-01
1.62919437e+00 1.15512466e-01]
[ -6.03459183e-02 2.61780905e-01 4.67222725e-01 ..., 2.37731693e-01
-3.11598814e-01 9.54162586e-01]
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[ -1.84220379e-01 -2.38633791e-01 -3.85630556e-01 ..., 9.11954654e-02
-5.94626241e-01 -3.28865113e-01]
[ -2.74736333e-01 -1.80637379e-01 -1.79307951e-01 ..., -1.16926271e-01
-1.39301078e-01 -3.53688406e-01]
[ 3.88461800e-02 8.28018213e-02 -4.05031809e-02 ..., 5.28205186e-02
2.90696985e+00 -7.76404063e-02]]
Progress: 80.9% ... Training loss: 0.069 ... Validation loss: 0.149[[-0.16459693]
[-0.9542968 ]
[-1.19698776]
[-0.76989302]
[-0.06151936]
[ 2.65050777]
[-0.0556501 ]
[-1.10450463]
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[ 1.03008228]
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[ 0.13868082]
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[ 0.86287526]
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[ 0.13935201]
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[ 4.48983951]
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[-1.65089377]
[ 0.38146356]
[-0.3089758 ]
[ 4.31265433]
[-1.92820418]]
[[ -1.90067756e-02 -3.05323644e-01 2.71070892e-01 ..., -2.32208818e-01
-3.29359806e-01 2.86909908e-01]
[ 5.84029387e-02 1.45808484e-01 -1.50732344e-03 ..., -2.22272779e-01
1.62918016e+00 1.15418859e-01]
[ -6.01608573e-02 2.63065946e-01 4.68761287e-01 ..., 2.38126917e-01
-3.11657028e-01 9.57223048e-01]
...,
[ -1.84096525e-01 -2.37898740e-01 -3.84885278e-01 ..., 9.14296434e-02
-5.96932051e-01 -3.27769632e-01]
[ -2.74699610e-01 -1.80435511e-01 -1.79120871e-01 ..., -1.16862817e-01
-1.38674110e-01 -3.53857719e-01]
[ 3.88949396e-02 8.30878222e-02 -4.01509938e-02 ..., 5.29082397e-02
2.90691245e+00 -7.73078929e-02]]
Progress: 80.9% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16388258]
[-0.95341376]
[-1.19503591]
[-0.76898159]
[-0.06056435]
[ 2.6474602 ]
[-0.05597879]
[-1.10256551]
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[ 1.03165566]
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[ 0.1395294 ]
[-0.10314998]
[-1.01345406]
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[ 0.13999204]
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[ 4.48825543]
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[-1.64812884]
[ 0.38084516]
[-0.30789533]
[ 4.31478459]
[-1.9296741 ]]
[[ -1.88495964e-02 -3.04479705e-01 2.71983584e-01 ..., -2.31942865e-01
-3.31437177e-01 2.88704632e-01]
[ 5.84224616e-02 1.45910173e-01 -1.37245969e-03 ..., -2.22238735e-01
1.62904260e+00 1.15601745e-01]
[ -5.98968061e-02 2.64562817e-01 4.70174945e-01 ..., 2.38611698e-01
-3.16941039e-01 9.60068376e-01]
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[ -1.84116399e-01 -2.38030329e-01 -3.84963378e-01 ..., 9.13898719e-02
-5.96884402e-01 -3.27816952e-01]
[ -2.74588907e-01 -1.79813283e-01 -1.78368639e-01 ..., -1.16670059e-01
-1.39900137e-01 -3.52428502e-01]
[ 3.88268288e-02 8.26897819e-02 -4.06910227e-02 ..., 5.27770557e-02
2.90710974e+00 -7.80656210e-02]]
Progress: 81.0% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.15874055]
[-0.9487677 ]
[-1.19089987]
[-0.76461691]
[-0.05637241]
[ 2.64988341]
[-0.05119541]
[-1.09966934]
[-0.52753186]
[ 1.03571192]
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[ 0.14389603]
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[ 0.14463149]
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[ 4.48975938]
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[ 0.3845925 ]
[-0.30340017]
[ 4.32280474]
[-1.92678202]]
[[ -1.90102329e-02 -3.05417361e-01 2.70795564e-01 ..., -2.32227280e-01
-3.28877376e-01 2.87646483e-01]
[ 5.84274975e-02 1.45939444e-01 -1.33692005e-03 ..., -2.22229260e-01
1.62897156e+00 1.15641253e-01]
[ -6.00900490e-02 2.63494107e-01 4.68966522e-01 ..., 2.38264593e-01
-3.12528748e-01 9.57414678e-01]
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[ -1.84173372e-01 -2.38361568e-01 -3.85274929e-01 ..., 9.12884344e-02
-5.95683636e-01 -3.28603500e-01]
[ -2.74729455e-01 -1.80581769e-01 -1.79189972e-01 ..., -1.16918353e-01
-1.36968700e-01 -3.53548401e-01]
[ 3.88502121e-02 8.28290754e-02 -4.06729755e-02 ..., 5.28249421e-02
2.90711846e+00 -7.79820660e-02]]
Progress: 81.0% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.15780323]
[-0.94726751]
[-1.1899397 ]
[-0.76408901]
[-0.05559903]
[ 2.65234452]
[-0.05005996]
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[ 1.03500816]
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[ 0.1446428 ]
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[ 0.14570423]
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[ 4.48990412]
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[ 0.38620427]
[-0.30187931]
[ 4.32536638]
[-1.92608499]]
[[ -1.91616236e-02 -3.06352528e-01 2.70308714e-01 ..., -2.32523576e-01
-3.26781497e-01 2.86154364e-01]
[ 5.84295904e-02 1.45938526e-01 -1.34255275e-03 ..., -2.22234287e-01
1.62909375e+00 1.15353484e-01]
[ -6.02632649e-02 2.62495247e-01 4.68138957e-01 ..., 2.37958296e-01
-3.10120064e-01 9.55997355e-01]
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[ -1.84098757e-01 -2.37956420e-01 -3.84928774e-01 ..., 9.14245802e-02
-5.96642296e-01 -3.28371935e-01]
[ -2.74668611e-01 -1.80238998e-01 -1.78846094e-01 ..., -1.16820510e-01
-1.38670648e-01 -3.53431288e-01]
[ 3.86792767e-02 8.18237434e-02 -4.15819400e-02 ..., 5.25038248e-02
2.90751186e+00 -7.92940378e-02]]
Progress: 81.0% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16492175]
[-0.95342993]
[-1.19525905]
[-0.77106413]
[-0.06172571]
[ 2.64974528]
[-0.05620593]
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[ 4.48814251]
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[ 0.38144705]
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[ 4.31274442]
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[[ -1.89020149e-02 -3.04835899e-01 2.71868377e-01 ..., -2.32037024e-01
-3.28114775e-01 2.88520668e-01]
[ 5.84187839e-02 1.45863409e-01 -1.44298379e-03 ..., -2.22258107e-01
1.62947904e+00 1.15195108e-01]
[ -6.02475836e-02 2.62555844e-01 4.69063840e-01 ..., 2.37990071e-01
-3.09441547e-01 9.57465026e-01]
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[ -1.84075161e-01 -2.37822877e-01 -3.84781170e-01 ..., 9.14728413e-02
-5.97149234e-01 -3.27917215e-01]
[ -2.74446026e-01 -1.78912582e-01 -1.77561033e-01 ..., -1.16403256e-01
-1.40724296e-01 -3.51525317e-01]
[ 3.87776577e-02 8.24115809e-02 -4.09762825e-02 ..., 5.26864112e-02
2.90743256e+00 -7.87036799e-02]]
Progress: 81.0% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.16147315]
[-0.95034037]
[-1.19268731]
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[-0.05844062]
[ 2.65037565]
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[ 4.31730451]
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[[ -1.90726293e-02 -3.05778916e-01 2.71040505e-01 ..., -2.32339595e-01
-3.26282971e-01 2.87432331e-01]
[ 5.85094768e-02 1.46387037e-01 -9.22388847e-04 ..., -2.22090693e-01
1.62825538e+00 1.15999924e-01]
[ -6.02467513e-02 2.62584220e-01 4.68800818e-01 ..., 2.38026430e-01
-3.06052276e-01 9.56532884e-01]
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[ -1.84170058e-01 -2.38366339e-01 -3.85303268e-01 ..., 9.13053040e-02
-5.95718049e-01 -3.28823316e-01]
[ -2.74517127e-01 -1.79319394e-01 -1.77766251e-01 ..., -1.16533817e-01
-1.38950248e-01 -3.52493237e-01]
[ 3.87553554e-02 8.22668005e-02 -4.11456642e-02 ..., 5.26290232e-02
2.90743443e+00 -7.88444656e-02]]
Progress: 81.0% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16279108]
[-0.95205389]
[-1.19419017]
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[-0.05989931]
[ 2.64890544]
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[ 4.49006462]
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[ 0.38209877]
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[ 4.31450642]
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[[ -1.89066461e-02 -3.04786033e-01 2.71904369e-01 ..., -2.32042654e-01
-3.25581828e-01 2.89607769e-01]
[ 5.85732127e-02 1.46765824e-01 -6.23842925e-04 ..., -2.21972751e-01
1.62840916e+00 1.16729201e-01]
[ -6.01133068e-02 2.63313514e-01 4.69167050e-01 ..., 2.38271143e-01
-3.06434076e-01 9.57702404e-01]
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[ -1.84232548e-01 -2.38726170e-01 -3.85574566e-01 ..., 9.11948073e-02
-5.94943039e-01 -3.29317649e-01]
[ -2.74469037e-01 -1.79039784e-01 -1.77743557e-01 ..., -1.16458939e-01
-1.39581290e-01 -3.52279773e-01]
[ 3.88777566e-02 8.29927822e-02 -4.03591932e-02 ..., 5.28532089e-02
2.90737066e+00 -7.76384959e-02]]
Progress: 81.0% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.1594367 ]
[-0.94776967]
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[ 2.65138816]
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[ 4.49040731]
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[ 0.38469551]
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[ 4.32033102]
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[[ -1.89397746e-02 -3.05011867e-01 2.71573808e-01 ..., -2.32110962e-01
-3.24708698e-01 2.88986401e-01]
[ 5.85175885e-02 1.46438841e-01 -7.54138806e-04 ..., -2.22071426e-01
1.62842045e+00 1.16374295e-01]
[ -6.02928919e-02 2.62309898e-01 4.68059156e-01 ..., 2.37924043e-01
-3.05029248e-01 9.55430305e-01]
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[ -1.84228181e-01 -2.38692838e-01 -3.85624678e-01 ..., 9.12029868e-02
-5.94936625e-01 -3.29383479e-01]
[ -2.74468612e-01 -1.79083122e-01 -1.77445171e-01 ..., -1.16468388e-01
-1.40577536e-01 -3.52423805e-01]
[ 3.87895351e-02 8.24779259e-02 -4.09007961e-02 ..., 5.26866355e-02
2.90797356e+00 -7.87664214e-02]]
Progress: 81.0% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16286667]
[-0.95109473]
[-1.19348598]
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[ 2.64896095]
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[ 0.38172249]
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[ 4.31467891]
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[[ -1.88449925e-02 -3.04481214e-01 2.71896209e-01 ..., -2.31939346e-01
-3.26687495e-01 2.90277535e-01]
[ 5.85358004e-02 1.46536521e-01 -6.16464511e-04 ..., -2.22038506e-01
1.62831021e+00 1.16552062e-01]
[ -6.01764274e-02 2.62965274e-01 4.68990531e-01 ..., 2.38163161e-01
-3.07524828e-01 9.56976238e-01]
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[ -1.84215752e-01 -2.38635832e-01 -3.85654444e-01 ..., 9.12291349e-02
-5.94968049e-01 -3.29448585e-01]
[ -2.74366205e-01 -1.78512228e-01 -1.77065286e-01 ..., -1.16287358e-01
-1.41446015e-01 -3.51754877e-01]
[ 3.89121263e-02 8.31697614e-02 -4.01947901e-02 ..., 5.29065487e-02
2.90780824e+00 -7.80223048e-02]]
Progress: 81.0% ... Training loss: 0.061 ... Validation loss: 0.135[[-0.16644995]
[-0.95405564]
[-1.19509968]
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[-0.06263041]
[ 2.64837297]
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[ 4.30913032]
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[[ -1.88827075e-02 -3.04674888e-01 2.71588862e-01 ..., -2.32000756e-01
-3.27468330e-01 2.89766875e-01]
[ 5.85418197e-02 1.46577734e-01 -6.37512376e-04 ..., -2.22028375e-01
1.62809041e+00 1.16498571e-01]
[ -6.02606051e-02 2.62586885e-01 4.68824378e-01 ..., 2.38018266e-01
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[ -1.84065803e-01 -2.37796529e-01 -3.85173605e-01 ..., 9.14927729e-02
-5.97510882e-01 -3.28360164e-01]
[ -2.74379127e-01 -1.78562662e-01 -1.77035194e-01 ..., -1.16307808e-01
-1.40696262e-01 -3.52056873e-01]
[ 3.88833972e-02 8.30098334e-02 -4.04820666e-02 ..., 5.28647120e-02
2.90794617e+00 -7.80026865e-02]]
Progress: 81.0% ... Training loss: 0.064 ... Validation loss: 0.135[[-0.15722509]
[-0.94668593]
[-1.18633292]
[-0.76790032]
[-0.05709245]
[ 2.65581635]
[-0.04913882]
[-1.10452948]
[-0.52308424]
[ 1.03945264]
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[ 0.14525959]
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[ 0.87190234]
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[-0.6161618 ]
[ 0.14661867]
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[ 4.49241292]
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[-1.64776066]
[ 0.38792487]
[-0.30195263]
[ 4.32420465]
[-1.92316778]]
[[ -1.94747282e-02 -3.07969904e-01 2.68158296e-01 ..., -2.33021018e-01
-3.22126787e-01 2.83672679e-01]
[ 5.85219571e-02 1.46464151e-01 -7.96936151e-04 ..., -2.22061170e-01
1.62820143e+00 1.16168931e-01]
[ -6.07990457e-02 2.59513246e-01 4.64847648e-01 ..., 2.37062392e-01
-3.01048874e-01 9.50850016e-01]
...,
[ -1.84092058e-01 -2.37936927e-01 -3.85458048e-01 ..., 9.14465441e-02
-5.96371490e-01 -3.28668880e-01]
[ -2.74509524e-01 -1.79285076e-01 -1.77950835e-01 ..., -1.16528253e-01
-1.38690434e-01 -3.53518986e-01]
[ 3.87132738e-02 8.20414449e-02 -4.13982459e-02 ..., 5.25704293e-02
2.90824204e+00 -7.98437786e-02]]
Progress: 81.0% ... Training loss: 0.068 ... Validation loss: 0.144[[-0.16864334]
[-0.95631813]
[-1.19495484]
[-0.77646839]
[-0.06522768]
[ 2.64875095]
[-0.05884202]
[-1.11051812]
[-0.53401662]
[ 1.03269393]
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[ 0.13609607]
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[-1.01317748]
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[ 0.13762095]
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[ 4.4904387 ]
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[-1.65538073]
[ 0.37895514]
[-0.31145151]
[ 4.30741267]
[-1.92968268]]
[[ -1.90760557e-02 -3.05689447e-01 2.70907509e-01 ..., -2.32288238e-01
-3.28287017e-01 2.87914712e-01]
[ 5.85167920e-02 1.46420963e-01 -8.31698145e-04 ..., -2.22071823e-01
1.62831019e+00 1.16157672e-01]
[ -6.02751774e-02 2.62673608e-01 4.68666552e-01 ..., 2.38059904e-01
-3.10839436e-01 9.57809670e-01]
...,
[ -1.83920707e-01 -2.36983001e-01 -3.84699145e-01 ..., 9.17690153e-02
-5.99544455e-01 -3.27539136e-01]
[ -2.74440076e-01 -1.78865005e-01 -1.77424791e-01 ..., -1.16410887e-01
-1.39126984e-01 -3.52961153e-01]
[ 3.87955652e-02 8.25459064e-02 -4.08609686e-02 ..., 5.27325009e-02
2.90810639e+00 -7.91532966e-02]]
Progress: 81.0% ... Training loss: 0.066 ... Validation loss: 0.137[[-0.1604197 ]
[-0.94999245]
[-1.19126101]
[-0.76787646]
[-0.05746507]
[ 2.65080266]
[-0.05181676]
[-1.10171612]
[-0.52798195]
[ 1.03733165]
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[ 0.14344945]
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[ 0.8690984 ]
[-0.83648514]
[-0.79324647]
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[ 0.14483176]
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[ 4.49136888]
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[-1.64581064]
[ 0.3839828 ]
[-0.30470118]
[ 4.3196047 ]
[-1.92775287]]
[[ -1.93098262e-02 -3.06873178e-01 2.69929218e-01 ..., -2.32687889e-01
-3.22999319e-01 2.87164630e-01]
[ 5.84822116e-02 1.46257499e-01 -9.30675199e-04 ..., -2.22132533e-01
1.62868835e+00 1.15991522e-01]
[ -6.00236503e-02 2.64057091e-01 4.69520932e-01 ..., 2.38523048e-01
-3.09801534e-01 9.57747505e-01]
...,
[ -1.84014151e-01 -2.37512086e-01 -3.85251619e-01 ..., 9.15984430e-02
-5.98521260e-01 -3.27844850e-01]
[ -2.74588364e-01 -1.79659040e-01 -1.78112393e-01 ..., -1.16673982e-01
-1.35754553e-01 -3.54052290e-01]
[ 3.87401295e-02 8.22325732e-02 -4.12259991e-02 ..., 5.26260708e-02
2.90812882e+00 -7.96769617e-02]]
Progress: 81.0% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.165242 ]
[-0.95377123]
[-1.1965676 ]
[-0.77025246]
[-0.05987648]
[ 2.64720043]
[-0.05594157]
[-1.10283209]
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[ 1.03379082]
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[-1.01417874]
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[ 0.86447634]
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[ 0.14101152]
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[ 4.49053 ]
[-0.94970001]
[-1.64828706]
[ 0.37966985]
[-0.3079186 ]
[ 4.31337335]
[-1.9313418 ]]
[[ -1.90846646e-02 -3.05682368e-01 2.71306026e-01 ..., -2.32287349e-01
-3.28201687e-01 2.89256995e-01]
[ 5.85194661e-02 1.46473571e-01 -6.96436781e-04 ..., -2.22064922e-01
1.62842087e+00 1.16349682e-01]
[ -5.96800307e-02 2.65968053e-01 4.72096391e-01 ..., 2.39179148e-01
-3.14254431e-01 9.61973849e-01]
...,
[ -1.83878744e-01 -2.36747073e-01 -3.84443891e-01 ..., 9.18613277e-02
-6.01276710e-01 -3.26891895e-01]
[ -2.74586799e-01 -1.79679566e-01 -1.78035720e-01 ..., -1.16683082e-01
-1.36517251e-01 -3.54070456e-01]
[ 3.88295536e-02 8.27302806e-02 -4.06418343e-02 ..., 5.28001374e-02
2.90814670e+00 -7.88527489e-02]]
Progress: 81.0% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16224621]
[-0.95173839]
[-1.19453806]
[-0.76736053]
[-0.05680414]
[ 2.64616432]
[-0.05378129]
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[ 1.03672525]
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[ 0.14225612]
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[-0.62133311]
[ 0.14366164]
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[ 4.49175871]
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[-1.6434937 ]
[ 0.38098611]
[-0.30570423]
[ 4.31735039]
[-1.93149419]]
[[ -1.91568887e-02 -3.06085215e-01 2.71091809e-01 ..., -2.32417095e-01
-3.24729505e-01 2.89208632e-01]
[ 5.85245612e-02 1.46504140e-01 -6.94388717e-04 ..., -2.22054440e-01
1.62827465e+00 1.16555807e-01]
[ -5.94214153e-02 2.67550481e-01 4.73676820e-01 ..., 2.39676080e-01
-3.12459536e-01 9.63561444e-01]
...,
[ -1.84029683e-01 -2.37582941e-01 -3.85286768e-01 ..., 9.15879397e-02
-5.99112970e-01 -3.27898543e-01]
[ -2.74658399e-01 -1.80091053e-01 -1.78460548e-01 ..., -1.16806226e-01
-1.35359922e-01 -3.54346808e-01]
[ 3.88519657e-02 8.28090316e-02 -4.03369916e-02 ..., 5.28308601e-02
2.90807311e+00 -7.86683356e-02]]
Progress: 81.0% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.15962792]
[-0.94973657]
[-1.1911303 ]
[-0.76599563]
[-0.05567582]
[ 2.64867642]
[-0.05217112]
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[ 1.03768823]
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[ 0.14341891]
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[-0.79495019]
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[ 4.49339586]
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[ 0.38315255]
[-0.30340285]
[ 4.32120439]
[-1.92910622]]
[[ -1.92709870e-02 -3.06871927e-01 2.70075052e-01 ..., -2.32631255e-01
-3.24734996e-01 2.87238110e-01]
[ 5.85724279e-02 1.46774530e-01 -4.09717695e-04 ..., -2.21965386e-01
1.62761926e+00 1.16922940e-01]
[ -5.98125689e-02 2.65296699e-01 4.71772420e-01 ..., 2.38967303e-01
-3.10139714e-01 9.60335945e-01]
...,
[ -1.84016604e-01 -2.37555228e-01 -3.85248894e-01 ..., 9.16139570e-02
-5.99554367e-01 -3.28265325e-01]
[ -2.74722931e-01 -1.80464274e-01 -1.79046776e-01 ..., -1.16935196e-01
-1.34769557e-01 -3.55238283e-01]
[ 3.88642084e-02 8.28521375e-02 -4.02808843e-02 ..., 5.28544606e-02
2.90809028e+00 -7.88507154e-02]]
Progress: 81.0% ... Training loss: 0.062 ... Validation loss: 0.141[[-0.16137202]
[-0.95057108]
[-1.19244002]
[-0.76826964]
[-0.0577996 ]
[ 2.65149428]
[-0.05287346]
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[ 1.03616124]
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[ 4.49373942]
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[ 0.38316275]
[-0.30444072]
[ 4.31825278]
[-1.92762619]]
[[ -1.94643990e-02 -3.08072341e-01 2.69079074e-01 ..., -2.32996974e-01
-3.22448850e-01 2.85005860e-01]
[ 5.86360434e-02 1.47149653e-01 -3.43334842e-04 ..., -2.21850518e-01
1.62755035e+00 1.17481099e-01]
[ -6.01548591e-02 2.63340117e-01 4.69947173e-01 ..., 2.38345601e-01
-3.06337070e-01 9.57255926e-01]
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[ -1.83880051e-01 -2.36790287e-01 -3.84699171e-01 ..., 9.18701685e-02
-6.00643900e-01 -3.27265911e-01]
[ -2.74780213e-01 -1.80844244e-01 -1.79232491e-01 ..., -1.17054760e-01
-1.33410861e-01 -3.55713282e-01]
[ 3.89863101e-02 8.35661100e-02 -3.96361108e-02 ..., 5.30734196e-02
2.90811514e+00 -7.89582378e-02]]
Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16301281]
[-0.95159741]
[-1.19443772]
[-0.76922802]
[-0.05947413]
[ 2.65142157]
[-0.05364927]
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[ 0.38160808]
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[ 4.31633861]
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[[ -1.93772757e-02 -3.07597829e-01 2.69787378e-01 ..., -2.32853382e-01
-3.23955939e-01 2.85768804e-01]
[ 5.86387996e-02 1.47161541e-01 -2.78420530e-04 ..., -2.21845404e-01
1.62749471e+00 1.17576628e-01]
[ -6.02122535e-02 2.63105710e-01 4.69805726e-01 ..., 2.38227731e-01
-3.07081166e-01 9.57380865e-01]
...,
[ -1.83900413e-01 -2.36908475e-01 -3.84873375e-01 ..., 9.18341638e-02
-6.00348169e-01 -3.27421018e-01]
[ -2.74718098e-01 -1.80478962e-01 -1.79023511e-01 ..., -1.16954259e-01
-1.33936415e-01 -3.55398034e-01]
[ 3.90351885e-02 8.38493520e-02 -3.93940040e-02 ..., 5.31616619e-02
2.90803740e+00 -7.87174737e-02]]
Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16049382]
[-0.94838062]
[-1.19303334]
[-0.7657597 ]
[-0.0562256 ]
[ 2.65269918]
[-0.05093107]
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[ 0.3835281 ]
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[ 4.3218027 ]
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[[ -1.93488342e-02 -3.07460112e-01 2.70029980e-01 ..., -2.32799083e-01
-3.25198630e-01 2.86140151e-01]
[ 5.86042632e-02 1.46978201e-01 -3.85477671e-04 ..., -2.21902953e-01
1.62766930e+00 1.17535076e-01]
[ -6.02623738e-02 2.62787126e-01 4.69360766e-01 ..., 2.38148178e-01
-3.07770569e-01 9.56448390e-01]
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[ -1.83851497e-01 -2.36641191e-01 -3.84636886e-01 ..., 9.19226388e-02
-6.01571087e-01 -3.26977510e-01]
[ -2.74911579e-01 -1.81528721e-01 -1.80045364e-01 ..., -1.17302594e-01
-1.33447288e-01 -3.56934515e-01]
[ 3.90006468e-02 8.36445769e-02 -3.95769966e-02 ..., 5.30983307e-02
2.90800231e+00 -7.85696503e-02]]
Progress: 81.1% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.16545137]
[-0.95212032]
[-1.19647481]
[-0.77008044]
[-0.05995493]
[ 2.64909574]
[-0.05478053]
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[ 0.38002534]
[-0.30649105]
[ 4.31406496]
[-1.92992735]]
[[ -1.90868079e-02 -3.05968152e-01 2.71441434e-01 ..., -2.32314076e-01
-3.28018779e-01 2.88741143e-01]
[ 5.86024734e-02 1.46961571e-01 -4.68431095e-04 ..., -2.21906671e-01
1.62763521e+00 1.17545329e-01]
[ -6.01564012e-02 2.63436504e-01 4.70281022e-01 ..., 2.38357914e-01
-3.10028730e-01 9.59215354e-01]
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[ -1.83763974e-01 -2.36126834e-01 -3.84181087e-01 ..., 9.20885732e-02
-6.02972857e-01 -3.26164156e-01]
[ -2.74910784e-01 -1.81534208e-01 -1.80093931e-01 ..., -1.17295793e-01
-1.34027384e-01 -3.57230764e-01]
[ 3.90500365e-02 8.39198092e-02 -3.92572287e-02 ..., 5.31799922e-02
2.90786612e+00 -7.80937600e-02]]
Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16128576]
[-0.94861574]
[-1.19453098]
[-0.76660885]
[-0.05717745]
[ 2.64977933]
[-0.05153438]
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[ 0.38255366]
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[ 4.32112637]
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[[ -1.91967069e-02 -3.06593253e-01 2.70643156e-01 ..., -2.32507920e-01
-3.28346461e-01 2.88074672e-01]
[ 5.85729825e-02 1.46794398e-01 -5.80770685e-04 ..., -2.21957837e-01
1.62768806e+00 1.17398974e-01]
[ -6.01214664e-02 2.63609034e-01 4.69810057e-01 ..., 2.38430151e-01
-3.09113764e-01 9.58941737e-01]
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[ -1.83778410e-01 -2.36205614e-01 -3.84466458e-01 ..., 9.20556261e-02
-6.01834905e-01 -3.26683991e-01]
[ -2.74868373e-01 -1.81276836e-01 -1.80132658e-01 ..., -1.17202845e-01
-1.35909998e-01 -3.56550297e-01]
[ 3.90127761e-02 8.36622076e-02 -3.94147961e-02 ..., 5.31086652e-02
2.90796331e+00 -7.84151611e-02]]
Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16323 ]
[-0.95087109]
[-1.19605887]
[-0.76790403]
[-0.05862203]
[ 2.64768004]
[-0.05403198]
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[ 0.38030549]
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[ 4.31751226]
[-1.92993399]]
[[ -1.90582925e-02 -3.05802422e-01 2.71587378e-01 ..., -2.32252723e-01
-3.30403605e-01 2.89468661e-01]
[ 5.85868051e-02 1.46865009e-01 -5.31210583e-04 ..., -2.21934195e-01
1.62758829e+00 1.17461705e-01]
[ -5.99052480e-02 2.64854590e-01 4.71197803e-01 ..., 2.38808806e-01
-3.10681235e-01 9.60412342e-01]
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[ -1.83768255e-01 -2.36150801e-01 -3.84438619e-01 ..., 9.20671209e-02
-6.02021051e-01 -3.26381331e-01]
[ -2.74759094e-01 -1.80666993e-01 -1.79573899e-01 ..., -1.17012994e-01
-1.35724872e-01 -3.56158893e-01]
[ 3.89666736e-02 8.33656433e-02 -3.97267398e-02 ..., 5.30249982e-02
2.90805887e+00 -7.88288072e-02]]
Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16010298]
[-0.94825666]
[-1.19298038]
[-0.76550317]
[-0.05629954]
[ 2.64819906]
[-0.05123473]
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[ 1.03865041]
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[ 0.14257511]
[-0.09862126]
[-1.01147423]
[-0.30091987]
[ 0.8678701 ]
[-0.83602344]
[-0.79432225]
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[ 0.14518824]
[-0.35179345]
[ 4.49525421]
[-0.94610727]
[-1.64685619]
[ 0.38253534]
[-0.30374827]
[ 4.32263588]
[-1.92868194]]
[[ -1.90469166e-02 -3.05675620e-01 2.71903880e-01 ..., -2.32208136e-01
-3.29528726e-01 2.89741418e-01]
[ 5.85116624e-02 1.46428976e-01 -9.64756467e-04 ..., -2.22065897e-01
1.62828817e+00 1.16734134e-01]
[ -5.99693216e-02 2.64475620e-01 4.70468547e-01 ..., 2.38694614e-01
-3.09931762e-01 9.59447641e-01]
...,
[ -1.83841220e-01 -2.36551711e-01 -3.84715514e-01 ..., 9.19308049e-02
-6.00543640e-01 -3.26822977e-01]
[ -2.74829927e-01 -1.81078566e-01 -1.79820198e-01 ..., -1.17140203e-01
-1.35224273e-01 -3.56870375e-01]
[ 3.90239551e-02 8.37064672e-02 -3.92381535e-02 ..., 5.31305531e-02
2.90791721e+00 -7.80894792e-02]]
Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.1604756 ]
[-0.94748246]
[-1.19147684]
[-0.76725407]
[-0.05718089]
[ 2.6490456 ]
[-0.05144197]
[-1.10336675]
[-0.52778735]
[ 1.03900237]
[-0.09606875]
[ 0.14263061]
[-0.0991471 ]
[-1.01193761]
[-0.30008754]
[ 0.86822296]
[-0.83569389]
[-0.79340401]
[-0.61995223]
[ 0.14519587]
[-0.35187095]
[ 4.49466039]
[-0.94803658]
[-1.64666462]
[ 0.38280017]
[-0.30367159]
[ 4.32329401]
[-1.92864586]]
[[ -1.90420141e-02 -3.05674394e-01 2.71951216e-01 ..., -2.32195764e-01
-3.30910857e-01 2.89539363e-01]
[ 5.84864903e-02 1.46280321e-01 -1.00231300e-03 ..., -2.22109894e-01
1.62827082e+00 1.16569471e-01]
[ -6.00611135e-02 2.63998842e-01 4.70101142e-01 ..., 2.38527701e-01
-3.10072516e-01 9.58981846e-01]
...,
[ -1.83821106e-01 -2.36467675e-01 -3.84813422e-01 ..., 9.19741487e-02
-6.00223362e-01 -3.26887616e-01]
[ -2.74780465e-01 -1.80824196e-01 -1.79551130e-01 ..., -1.17047945e-01
-1.36127329e-01 -3.56561415e-01]
[ 3.88794587e-02 8.28631729e-02 -3.99535955e-02 ..., 5.28639238e-02
2.90844084e+00 -7.93687219e-02]]
Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16584432]
[-0.95284945]
[-1.19898888]
[-0.77007225]
[-0.0609964 ]
[ 2.64569097]
[-0.05576152]
[-1.10474671]
[-0.53466506]
[ 1.03439954]
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[ 0.13758077]
[-0.10484767]
[-1.01575667]
[-0.30666367]
[ 0.86123862]
[-0.84192394]
[-0.80035484]
[-0.6269702 ]
[ 0.14020499]
[-0.35730432]
[ 4.49380631]
[-0.94955114]
[-1.65023067]
[ 0.37830466]
[-0.30906118]
[ 4.31484321]
[-1.9312171 ]]
[[ -1.87507735e-02 -3.03924338e-01 2.73693271e-01 ..., -2.31631532e-01
-3.34351753e-01 2.92420105e-01]
[ 5.84486174e-02 1.46062794e-01 -1.26030772e-03 ..., -2.22176088e-01
1.62860766e+00 1.16256882e-01]
[ -5.96649000e-02 2.66333418e-01 4.72464060e-01 ..., 2.39280107e-01
-3.15403333e-01 9.62194090e-01]
...,
[ -1.83749835e-01 -2.36094208e-01 -3.84304012e-01 ..., 9.21084939e-02
-6.01942396e-01 -3.26348651e-01]
[ -2.74599876e-01 -1.79743055e-01 -1.78398553e-01 ..., -1.16700856e-01
-1.38258635e-01 -3.55124793e-01]
[ 3.88977046e-02 8.29711696e-02 -3.97989703e-02 ..., 5.28945544e-02
2.90847000e+00 -7.92688215e-02]]
Progress: 81.1% ... Training loss: 0.064 ... Validation loss: 0.138[[-0.16276063]
[-0.95045368]
[-1.19548889]
[-0.76786242]
[-0.05919091]
[ 2.64749267]
[-0.05330988]
[-1.10353329]
[-0.53138236]
[ 1.03725615]
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[ 0.14022877]
[-0.10183418]
[-1.01306235]
[-0.30398286]
[ 0.86447763]
[-0.83884532]
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[ 0.14246688]
[-0.35416785]
[ 4.49472466]
[-0.94751953]
[-1.6485291 ]
[ 0.38077434]
[-0.30655783]
[ 4.32003348]
[-1.92909852]]
[[ -1.88432351e-02 -3.04425352e-01 2.73402716e-01 ..., -2.31808221e-01
-3.34750895e-01 2.91016068e-01]
[ 5.84774785e-02 1.46251757e-01 -1.07208074e-03 ..., -2.22131161e-01
1.62878097e+00 1.16347720e-01]
[ -5.98222422e-02 2.65287804e-01 4.71404919e-01 ..., 2.38990088e-01
-3.14780870e-01 9.60065027e-01]
...,
[ -1.83854722e-01 -2.36656735e-01 -3.84779438e-01 ..., 9.19176413e-02
-6.00142905e-01 -3.27204724e-01]
[ -2.74577734e-01 -1.79655447e-01 -1.78525687e-01 ..., -1.16660925e-01
-1.39163531e-01 -3.55295932e-01]
[ 3.88292505e-02 8.26114287e-02 -4.02420099e-02 ..., 5.27688605e-02
2.90893216e+00 -8.00984992e-02]]
Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16162828]
[-0.9489391 ]
[-1.19526239]
[-0.76649062]
[-0.05770359]
[ 2.64915166]
[-0.0514845 ]
[-1.10208964]
[-0.53030493]
[ 1.0375616 ]
[-0.09534865]
[ 0.14169858]
[-0.1002907 ]
[-1.01152761]
[-0.30226135]
[ 0.86568304]
[-0.83761649]
[-0.79670914]
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[ 0.14358982]
[-0.35301551]
[ 4.49406047]
[-0.94638438]
[-1.64749097]
[ 0.38235592]
[-0.30580977]
[ 4.32244211]
[-1.92877897]]
[[ -1.89731374e-02 -3.05131162e-01 2.72724906e-01 ..., -2.32032189e-01
-3.32976680e-01 2.89598617e-01]
[ 5.83730600e-02 1.45636179e-01 -1.71958575e-03 ..., -2.22324764e-01
1.62965934e+00 1.15166229e-01]
[ -5.97894921e-02 2.65488997e-01 4.71483743e-01 ..., 2.39050792e-01
-3.15174548e-01 9.58940042e-01]
...,
[ -1.83824972e-01 -2.36460248e-01 -3.84499181e-01 ..., 9.19702919e-02
-6.00281492e-01 -3.26755414e-01]
[ -2.74583411e-01 -1.79688716e-01 -1.78528835e-01 ..., -1.16669029e-01
-1.38563296e-01 -3.55512202e-01]
[ 3.87584242e-02 8.22262838e-02 -4.05672614e-02 ..., 5.26496654e-02
2.90913228e+00 -8.11509095e-02]]
Progress: 81.1% ... Training loss: 0.060 ... Validation loss: 0.139[[-0.16078242]
[-0.9482943 ]
[-1.19397236]
[-0.76610799]
[-0.05728153]
[ 2.65108059]
[-0.05052374]
[-1.10270031]
[-0.52946297]
[ 1.03756435]
[-0.093966 ]
[ 0.14211549]
[-0.09986211]
[-1.01034011]
[-0.30134272]
[ 0.86575894]
[-0.83642481]
[-0.79559982]
[-0.62220225]
[ 0.14374933]
[-0.35283255]
[ 4.4944804 ]
[-0.94557168]
[-1.64887162]
[ 0.3833922 ]
[-0.3051873 ]
[ 4.32363496]
[-1.92763171]]
[[ -1.89624389e-02 -3.05067112e-01 2.72426919e-01 ..., -2.32004794e-01
-3.33478143e-01 2.89135213e-01]
[ 5.83498620e-02 1.45481315e-01 -1.90086103e-03 ..., -2.22370587e-01
1.62994766e+00 1.14650247e-01]
[ -5.99622891e-02 2.64546179e-01 4.70392635e-01 ..., 2.38746787e-01
-3.13599616e-01 9.56363898e-01]
...,
[ -1.83811541e-01 -2.36391144e-01 -3.84307275e-01 ..., 9.19960763e-02
-5.99568909e-01 -3.26698709e-01]
[ -2.74524380e-01 -1.79357080e-01 -1.78200124e-01 ..., -1.16557596e-01
-1.38817556e-01 -3.55309931e-01]
[ 3.86259639e-02 8.14729640e-02 -4.13844979e-02 ..., 5.23947705e-02
2.90934320e+00 -8.24145114e-02]]
Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16186032]
[-0.94977964]
[-1.19569768]
[-0.76599284]
[-0.05765305]
[ 2.64920754]
[-0.05212272]
[-1.10134702]
[-0.531344 ]
[ 1.0361268 ]
[-0.09572879]
[ 0.14171183]
[-0.10095086]
[-1.01310268]
[-0.30267671]
[ 0.86530151]
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[-0.79799915]
[-0.62364929]
[ 0.1432823 ]
[-0.35341068]
[ 4.49433834]
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[-1.64804772]
[ 0.38191395]
[-0.30602901]
[ 4.32145986]
[-1.92968106]]
[[ -1.89825564e-02 -3.05212459e-01 2.72349954e-01 ..., -2.32044694e-01
-3.33618526e-01 2.89526110e-01]
[ 5.84821717e-02 1.46243841e-01 -9.55110822e-04 ..., -2.22124587e-01
1.62957661e+00 1.15750029e-01]
[ -5.96235220e-02 2.66509560e-01 4.72737062e-01 ..., 2.39377590e-01
-3.13236667e-01 9.59906870e-01]
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[ -1.83869225e-01 -2.36721548e-01 -3.84427929e-01 ..., 9.18887852e-02
-5.98835654e-01 -3.27131007e-01]
[ -2.74502650e-01 -1.79245902e-01 -1.78315952e-01 ..., -1.16515593e-01
-1.38434158e-01 -3.55279065e-01]
[ 3.85838571e-02 8.12253586e-02 -4.15732576e-02 ..., 5.23065204e-02
2.90927274e+00 -8.22305071e-02]]
Progress: 81.1% ... Training loss: 0.060 ... Validation loss: 0.139[[-0.16293582]
[-0.9512322 ]
[-1.19530027]
[-0.76825977]
[-0.05904225]
[ 2.64801512]
[-0.0537888 ]
[-1.102241 ]
[-0.53235193]
[ 1.03636727]
[-0.0965401 ]
[ 0.14080019]
[-0.10288798]
[-1.015016 ]
[-0.30381569]
[ 0.86512467]
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[-0.79774285]
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[ 0.14184424]
[-0.35431415]
[ 4.49493501]
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[-1.6484541 ]
[ 0.38080852]
[-0.3070437 ]
[ 4.31984129]
[-1.93118166]]
[[ -1.89765082e-02 -3.05219254e-01 2.71968789e-01 ..., -2.32039132e-01
-3.34792462e-01 2.90157865e-01]
[ 5.85218515e-02 1.46453784e-01 -6.67603393e-04 ..., -2.22053254e-01
1.62930349e+00 1.16198109e-01]
[ -5.95395988e-02 2.67076435e-01 4.73597882e-01 ..., 2.39537406e-01
-3.14081486e-01 9.61892204e-01]
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[ -1.83888391e-01 -2.36843471e-01 -3.84565172e-01 ..., 9.18553210e-02
-5.98543978e-01 -3.27240507e-01]
[ -2.74499033e-01 -1.79248229e-01 -1.78492864e-01 ..., -1.16509965e-01
-1.38891027e-01 -3.55216602e-01]
[ 3.86180722e-02 8.14134360e-02 -4.14091163e-02 ..., 5.23703093e-02
2.90923242e+00 -8.18818250e-02]]
Progress: 81.1% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16547668]
[-0.95321645]
[-1.19709336]
[-0.77000399]
[-0.06068227]
[ 2.64665128]
[-0.05601057]
[-1.1046594 ]
[-0.53380645]
[ 1.0348029 ]
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[ 0.13886419]
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[-1.0169775 ]
[-0.30599055]
[ 0.8636019 ]
[-0.84132662]
[-0.80031993]
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[ 0.14000051]
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[ 4.49453017]
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[-1.65131703]
[ 0.37908236]
[-0.30899528]
[ 4.31580428]
[-1.93241378]]
[[ -1.88857154e-02 -3.04691132e-01 2.72612067e-01 ..., -2.31869186e-01
-3.34713793e-01 2.90811484e-01]
[ 5.85277383e-02 1.46478194e-01 -6.55173745e-04 ..., -2.22042604e-01
1.62893850e+00 1.16287424e-01]
[ -5.95453576e-02 2.67046131e-01 4.73838049e-01 ..., 2.39534486e-01
-3.13552627e-01 9.62072201e-01]
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[ -1.83866518e-01 -2.36713277e-01 -3.84653310e-01 ..., 9.19022732e-02
-5.99095895e-01 -3.27025197e-01]
[ -2.74453653e-01 -1.79041767e-01 -1.78253767e-01 ..., -1.16441971e-01
-1.40478745e-01 -3.55105129e-01]
[ 3.87216387e-02 8.20087065e-02 -4.06822025e-02 ..., 5.25688445e-02
2.90916958e+00 -8.10368460e-02]]
Progress: 81.1% ... Training loss: 0.063 ... Validation loss: 0.136[[-0.16260438]
[-0.95187376]
[-1.19551373]
[-0.76760505]
[-0.05874811]
[ 2.64874922]
[-0.05382349]
[-1.10298682]
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[ 1.03607761]
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[ 0.14071602]
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[ 0.86567936]
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[ 0.14198752]
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[ 4.49451553]
[-0.9493778 ]
[-1.64892895]
[ 0.38095429]
[-0.30705435]
[ 4.31899731]
[-1.93050135]]
[[ -1.90107992e-02 -3.05255479e-01 2.72062836e-01 ..., -2.32081311e-01
-3.31401975e-01 2.89896180e-01]
[ 5.85545251e-02 1.46627920e-01 -5.28829063e-04 ..., -2.21994819e-01
1.62867770e+00 1.16412265e-01]
[ -5.95961463e-02 2.66827231e-01 4.72910686e-01 ..., 2.39463756e-01
-3.11806252e-01 9.60251018e-01]
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[ -1.83853185e-01 -2.36610264e-01 -3.84624202e-01 ..., 9.19372605e-02
-5.99276447e-01 -3.27306312e-01]
[ -2.74465821e-01 -1.79105516e-01 -1.78352422e-01 ..., -1.16483332e-01
-1.39716951e-01 -3.55454178e-01]
[ 3.86781638e-02 8.17612133e-02 -4.10293591e-02 ..., 5.24922322e-02
2.90924221e+00 -8.12831467e-02]]
Progress: 81.2% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16643726]
[-0.95533476]
[-1.19888649]
[-0.77033993]
[-0.06098605]
[ 2.646278 ]
[-0.05677056]
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[ 1.03392166]
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[ 0.13757139]
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[ 0.13885075]
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[ 4.49199311]
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[ 0.37785618]
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[ 4.31212333]
[-1.93167976]]
[[ -1.88005695e-02 -3.03978868e-01 2.73323932e-01 ..., -2.31689080e-01
-3.32404517e-01 2.91773742e-01]
[ 5.85114411e-02 1.46374761e-01 -8.33003569e-04 ..., -2.22074081e-01
1.62942234e+00 1.15935770e-01]
[ -5.95191118e-02 2.67276741e-01 4.72951302e-01 ..., 2.39622188e-01
-3.13226372e-01 9.60578111e-01]
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[ -1.83837607e-01 -2.36519390e-01 -3.84704339e-01 ..., 9.19698712e-02
-5.99097889e-01 -3.27103141e-01]
[ -2.74390382e-01 -1.78670387e-01 -1.77913889e-01 ..., -1.16363727e-01
-1.39896793e-01 -3.55183214e-01]
[ 3.87069847e-02 8.19360646e-02 -4.08388731e-02 ..., 5.25491292e-02
2.90917066e+00 -8.08310987e-02]]
Progress: 81.2% ... Training loss: 0.065 ... Validation loss: 0.137[[-0.15770888]
[-0.94891916]
[-1.19234119]
[-0.76297663]
[-0.05408894]
[ 2.6500204 ]
[-0.04983254]
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[ 1.03844718]
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[ 0.14539214]
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[ 0.87089245]
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[ 0.14646231]
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[ 4.49272135]
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[ 0.3840648 ]
[-0.30284648]
[ 4.32571318]
[-1.92848785]]
[[ -1.91657930e-02 -3.05854848e-01 2.71554802e-01 ..., -2.32342979e-01
-3.27880402e-01 2.88512373e-01]
[ 5.85025329e-02 1.46368940e-01 -1.02730258e-03 ..., -2.22082983e-01
1.63003444e+00 1.15840993e-01]
[ -5.94296482e-02 2.67733578e-01 4.73369950e-01 ..., 2.39767552e-01
-3.14213174e-01 9.59338787e-01]
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[ -1.83930382e-01 -2.37036451e-01 -3.85110140e-01 ..., 9.18026824e-02
-5.97902041e-01 -3.27821638e-01]
[ -2.74411884e-01 -1.78781613e-01 -1.77975430e-01 ..., -1.16400444e-01
-1.38896653e-01 -3.55278298e-01]
[ 3.85034013e-02 8.08021731e-02 -4.19789600e-02 ..., 5.21772588e-02
2.90966127e+00 -8.27070432e-02]]
Progress: 81.2% ... Training loss: 0.063 ... Validation loss: 0.147[[-0.16303335]
[-0.95312428]
[-1.19627602]
[-0.76766949]
[-0.05800772]
[ 2.64839548]
[-0.05398228]
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[ 1.03503316]
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[ 0.14087214]
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[ 0.14219071]
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[ 4.49165056]
[-0.94978564]
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[ 0.38071789]
[-0.30668461]
[ 4.31798755]
[-1.93066046]]
[[ -1.89405455e-02 -3.04545099e-01 2.72663985e-01 ..., -2.31926230e-01
-3.29960590e-01 2.90318781e-01]
[ 5.85235508e-02 1.46490739e-01 -9.46193276e-04 ..., -2.22047392e-01
1.62986355e+00 1.16007501e-01]
[ -5.94297778e-02 2.67717207e-01 4.73595757e-01 ..., 2.39765146e-01
-3.15193264e-01 9.60243295e-01]
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[ -1.83832843e-01 -2.36471413e-01 -3.84344634e-01 ..., 9.19879823e-02
-5.99099297e-01 -3.26835288e-01]
[ -2.74483471e-01 -1.79199397e-01 -1.78499718e-01 ..., -1.16536424e-01
-1.38655074e-01 -3.56317416e-01]
[ 3.85085392e-02 8.08340633e-02 -4.20044819e-02 ..., 5.21850448e-02
2.90985706e+00 -8.26169591e-02]]
Progress: 81.2% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.1632911 ]
[-0.95309196]
[-1.1975557 ]
[-0.76735296]
[-0.05806384]
[ 2.64858678]
[-0.05402066]
[-1.10149918]
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[ 1.03478196]
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[ 0.14096311]
[-0.10262366]
[-1.01523464]
[-0.30440218]
[ 0.86551278]
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[ 0.14215979]
[-0.35424538]
[ 4.4908772 ]
[-0.94957684]
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[ 0.38098953]
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[ 4.31743223]
[-1.93105166]]
[[ -1.88385208e-02 -3.03907454e-01 2.73320480e-01 ..., -2.31727486e-01
-3.28992767e-01 2.91011179e-01]
[ 5.85449776e-02 1.46597547e-01 -8.35894721e-04 ..., -2.22009090e-01
1.62975768e+00 1.16091544e-01]
[ -5.93802569e-02 2.68068051e-01 4.73875518e-01 ..., 2.39862212e-01
-3.14031012e-01 9.60942464e-01]
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[ -1.83812124e-01 -2.36344587e-01 -3.84338020e-01 ..., 9.20263709e-02
-5.98621444e-01 -3.26824340e-01]
[ -2.74413894e-01 -1.78769597e-01 -1.77945404e-01 ..., -1.16413061e-01
-1.38633126e-01 -3.55715737e-01]
[ 3.84729898e-02 8.06355273e-02 -4.19570618e-02 ..., 5.21209255e-02
2.90988564e+00 -8.27506378e-02]]
Progress: 81.2% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.1581863 ]
[-0.94823858]
[-1.19303116]
[-0.76357139]
[-0.0544734 ]
[ 2.65292094]
[-0.04903284]
[-1.09903115]
[-0.52725639]
[ 1.03755167]
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[ 0.14581343]
[-0.09779888]
[-1.01087161]
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[ 0.87126187]
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[ 0.14673256]
[-0.34918024]
[ 4.49238592]
[-0.9468387 ]
[-1.64563833]
[ 0.38584295]
[-0.30255426]
[ 4.32657438]
[-1.927913 ]]
[[ -1.91831586e-02 -3.05872583e-01 2.71251808e-01 ..., -2.32355347e-01
-3.25961190e-01 2.88223266e-01]
[ 5.84639250e-02 1.46167569e-01 -1.10707190e-03 ..., -2.22159486e-01
1.63026990e+00 1.15439532e-01]
[ -5.97067136e-02 2.66188651e-01 4.71983379e-01 ..., 2.39265245e-01
-3.09937738e-01 9.57192215e-01]
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[ -1.83789986e-01 -2.36207646e-01 -3.84477124e-01 ..., 9.20686557e-02
-5.99377968e-01 -3.26824975e-01]
[ -2.74531252e-01 -1.79450893e-01 -1.78512480e-01 ..., -1.16630738e-01
-1.37507164e-01 -3.56511778e-01]
[ 3.84626457e-02 8.05657248e-02 -4.20366114e-02 ..., 5.21023878e-02
2.91011127e+00 -8.30874259e-02]]
Progress: 81.2% ... Training loss: 0.063 ... Validation loss: 0.146[[-0.16551619]
[-0.95539545]
[-1.1986301 ]
[-0.77039615]
[-0.06058828]
[ 2.64846655]
[-0.05533369]
[-1.10447635]
[-0.53438521]
[ 1.03376535]
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[ 0.13929252]
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[ 0.86356102]
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[ 0.14009102]
[-0.35571288]
[ 4.49191392]
[-0.9511751 ]
[-1.65106558]
[ 0.37986184]
[-0.30954473]
[ 4.31427166]
[-1.9315999 ]]
[[ -1.90682910e-02 -3.05137927e-01 2.72070991e-01 ..., -2.32129666e-01
-3.27417687e-01 2.89732310e-01]
[ 5.84824488e-02 1.46217426e-01 -1.11171568e-03 ..., -2.22121500e-01
1.63070993e+00 1.15668042e-01]
[ -5.94161375e-02 2.67744568e-01 4.74061593e-01 ..., 2.39817679e-01
-3.13046850e-01 9.60733391e-01]
...,
[ -1.83789395e-01 -2.36176949e-01 -3.84416487e-01 ..., 9.20733835e-02
-5.98916105e-01 -3.27129252e-01]
[ -2.74522147e-01 -1.79423122e-01 -1.78602335e-01 ..., -1.16611771e-01
-1.37677203e-01 -3.56629719e-01]
[ 3.86447548e-02 8.16601110e-02 -4.08430442e-02 ..., 5.24475875e-02
2.90980762e+00 -8.17907455e-02]]
Progress: 81.2% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16456511]
[-0.95498609]
[-1.19918466]
[-0.76945669]
[-0.05954748]
[ 2.64833277]
[-0.0547102 ]
[-1.10271995]
[-0.53442034]
[ 1.03388447]
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[ 0.13993781]
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[-1.01547249]
[-0.30565846]
[ 0.86373346]
[-0.84184087]
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[-0.62641656]
[ 0.14070779]
[-0.35538394]
[ 4.49154933]
[-0.94977417]
[-1.64913541]
[ 0.38003109]
[-0.30896755]
[ 4.31537698]
[-1.93178847]]
[[ -1.90140187e-02 -3.04846108e-01 2.72399895e-01 ..., -2.32022379e-01
-3.28433352e-01 2.90657695e-01]
[ 5.84989446e-02 1.46303252e-01 -9.91963440e-04 ..., -2.22092859e-01
1.63057451e+00 1.15784611e-01]
[ -5.92934114e-02 2.68480263e-01 4.74654140e-01 ..., 2.40051534e-01
-3.12780850e-01 9.60841788e-01]
...,
[ -1.83784604e-01 -2.36162497e-01 -3.84464664e-01 ..., 9.20846493e-02
-5.98434832e-01 -3.27250328e-01]
[ -2.74492923e-01 -1.79268574e-01 -1.78249991e-01 ..., -1.16547907e-01
-1.38285800e-01 -3.56285717e-01]
[ 3.86338362e-02 8.16229356e-02 -4.10317821e-02 ..., 5.24336134e-02
2.90980277e+00 -8.17672515e-02]]
Progress: 81.2% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.15872518]
[-0.95005276]
[-1.19506126]
[-0.76424604]
[-0.05476568]
[ 2.65099775]
[-0.04951432]
[-1.09837401]
[-0.52928303]
[ 1.03765056]
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[ 0.14493458]
[-0.0988393 ]
[-1.01148242]
[-0.30043989]
[ 0.86957295]
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[ 0.14566197]
[-0.35057114]
[ 4.49353165]
[-0.94510901]
[-1.64396983]
[ 0.3844288 ]
[-0.30395811]
[ 4.3250192 ]
[-1.92926064]]
[[ -1.92134277e-02 -3.05996378e-01 2.71087006e-01 ..., -2.32379466e-01
-3.25702753e-01 2.89296137e-01]
[ 5.84969328e-02 1.46296679e-01 -1.11276422e-03 ..., -2.22101971e-01
1.63047476e+00 1.15653425e-01]
[ -5.93756673e-02 2.67941838e-01 4.73697160e-01 ..., 2.39916259e-01
-3.11178176e-01 9.58426917e-01]
...,
[ -1.83833730e-01 -2.36446432e-01 -3.84921652e-01 ..., 9.19917849e-02
-5.97277069e-01 -3.28001965e-01]
[ -2.74604673e-01 -1.79929421e-01 -1.78940550e-01 ..., -1.16748928e-01
-1.37369417e-01 -3.56951956e-01]
[ 3.86170359e-02 8.15137750e-02 -4.11175833e-02 ..., 5.24023664e-02
2.90983435e+00 -8.17135842e-02]]
Progress: 81.2% ... Training loss: 0.062 ... Validation loss: 0.147[[-0.16232385]
[-0.9525797 ]
[-1.19806816]
[-0.76768955]
[-0.05801462]
[ 2.6509256 ]
[-0.05234994]
[-1.10207055]
[-0.53196137]
[ 1.03540295]
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[ 0.14194141]
[-0.10222544]
[-1.01283204]
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[ 0.86577439]
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[ 0.142566 ]
[-0.35370538]
[ 4.49269022]
[-0.94785068]
[-1.64908591]
[ 0.38249225]
[-0.30675866]
[ 4.31932813]
[-1.93054804]]
[[ -1.90668121e-02 -3.05141048e-01 2.71997858e-01 ..., -2.32102346e-01
-3.27183745e-01 2.90663550e-01]
[ 5.85257772e-02 1.46441790e-01 -1.00367740e-03 ..., -2.22059020e-01
1.63037687e+00 1.15775136e-01]
[ -5.95434817e-02 2.67110699e-01 4.73202063e-01 ..., 2.39626479e-01
-3.11368997e-01 9.58582505e-01]
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[ -1.83776800e-01 -2.36170464e-01 -3.84774466e-01 ..., 9.20995862e-02
-5.97742624e-01 -3.27992150e-01]
[ -2.74545516e-01 -1.79556857e-01 -1.78623541e-01 ..., -1.16632536e-01
-1.38030223e-01 -3.56455339e-01]
[ 3.85943471e-02 8.13880733e-02 -4.11561149e-02 ..., 5.23670232e-02
2.91004382e+00 -8.18406250e-02]]
Progress: 81.2% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.15962429]
[-0.95028864]
[-1.19679812]
[-0.76534351]
[-0.05589583]
[ 2.65214465]
[-0.05078114]
[-1.10002917]
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[ 1.03580688]
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[ 0.14395401]
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[-1.0120352 ]
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[ 0.86832156]
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[ 0.14500513]
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[ 4.49351369]
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[-1.64655762]
[ 0.3835566 ]
[-0.30432817]
[ 4.32368442]
[-1.93013674]]
[[ -1.92731104e-02 -3.06360161e-01 2.70799964e-01 ..., -2.32497533e-01
-3.25892883e-01 2.89019680e-01]
[ 5.85352590e-02 1.46497371e-01 -9.87896267e-04 ..., -2.22041764e-01
1.63036781e+00 1.15801507e-01]
[ -5.95264345e-02 2.67281287e-01 4.73399809e-01 ..., 2.39690099e-01
-3.09540979e-01 9.58697293e-01]
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[ -1.83792644e-01 -2.36267391e-01 -3.84692290e-01 ..., 9.20696704e-02
-5.97678307e-01 -3.28015547e-01]
[ -2.74494965e-01 -1.79267672e-01 -1.78417162e-01 ..., -1.16540422e-01
-1.38580948e-01 -3.55999380e-01]
[ 3.84775329e-02 8.06664148e-02 -4.19002660e-02 ..., 5.21505409e-02
2.91023131e+00 -8.25342097e-02]]
Progress: 81.2% ... Training loss: 0.061 ... Validation loss: 0.143[[-0.16632111]
[-0.95665932]
[-1.20316119]
[-0.77116068]
[-0.06244616]
[ 2.65000659]
[-0.05637022]
[-1.10614855]
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[ 1.03106322]
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[ 0.13757842]
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[ 0.13947587]
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[ 4.49285059]
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[-1.65458709]
[ 0.37846375]
[-0.31047161]
[ 4.31176177]
[-1.93237526]]
[[ -1.90854217e-02 -3.05284400e-01 2.71813310e-01 ..., -2.32142948e-01
-3.27828038e-01 2.90636156e-01]
[ 5.86125975e-02 1.46933945e-01 -7.47045434e-04 ..., -2.21890318e-01
1.62982897e+00 1.16414195e-01]
[ -5.95020713e-02 2.67415914e-01 4.73816666e-01 ..., 2.39751829e-01
-3.09829727e-01 9.59834225e-01]
...,
[ -1.83742540e-01 -2.35992769e-01 -3.84705229e-01 ..., 9.21646606e-02
-5.98460614e-01 -3.27726391e-01]
[ -2.74373542e-01 -1.78558815e-01 -1.77656690e-01 ..., -1.16310923e-01
-1.39414525e-01 -3.55145892e-01]
[ 3.85366082e-02 8.10418136e-02 -4.15908784e-02 ..., 5.22678061e-02
2.91025604e+00 -8.23169647e-02]]
Progress: 81.2% ... Training loss: 0.065 ... Validation loss: 0.138[[-0.15869782]
[-0.94982487]
[-1.19770269]
[-0.76322921]
[-0.05589496]
[ 2.65371856]
[-0.04883476]
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[ 1.03484079]
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[ 0.14451287]
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[ 0.86801513]
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[ 0.14631055]
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[ 4.49567647]
[-0.94415208]
[-1.64818867]
[ 0.38426714]
[-0.30343772]
[ 4.32440263]
[-1.92770186]]
[[ -1.94884696e-02 -3.07515238e-01 2.69798961e-01 ..., -2.32851581e-01
-3.21743370e-01 2.86731083e-01]
[ 5.85951260e-02 1.46815594e-01 -8.90205091e-04 ..., -2.21912580e-01
1.63060633e+00 1.16178273e-01]
[ -5.96397780e-02 2.66532048e-01 4.72362991e-01 ..., 2.39517755e-01
-3.07471063e-01 9.56575368e-01]
...,
[ -1.83936677e-01 -2.37042128e-01 -3.85691074e-01 ..., 9.18054664e-02
-5.95826718e-01 -3.29148252e-01]
[ -2.74541158e-01 -1.79528940e-01 -1.78530526e-01 ..., -1.16599943e-01
-1.37136705e-01 -3.56793165e-01]
[ 3.85291279e-02 8.10238150e-02 -4.13460160e-02 ..., 5.22603920e-02
2.91022849e+00 -8.23107516e-02]]
Progress: 81.2% ... Training loss: 0.063 ... Validation loss: 0.148[[-0.16083907]
[-0.95097658]
[-1.19789767]
[-0.76594728]
[-0.05764698]
[ 2.65180531]
[-0.05055345]
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[ 1.03532884]
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[ 0.14259074]
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[ 0.86590624]
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[ 0.14406371]
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[ 4.49579646]
[-0.94668438]
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[ 0.38293794]
[-0.30502244]
[ 4.32134233]
[-1.92885238]]
[[ -1.93450863e-02 -3.06717241e-01 2.70427954e-01 ..., -2.32584507e-01
-3.24048063e-01 2.88120039e-01]
[ 5.85493769e-02 1.46534780e-01 -9.70957237e-04 ..., -2.21992947e-01
1.63041991e+00 1.15979214e-01]
[ -5.96386973e-02 2.66581768e-01 4.72294923e-01 ..., 2.39521187e-01
-3.08438879e-01 9.57629369e-01]
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[ -1.83931241e-01 -2.37041643e-01 -3.85682027e-01 ..., 9.18148442e-02
-5.96337326e-01 -3.29100928e-01]
[ -2.74493029e-01 -1.79260101e-01 -1.78253149e-01 ..., -1.16517373e-01
-1.38469857e-01 -3.56486263e-01]
[ 3.85861576e-02 8.13452353e-02 -4.13101031e-02 ..., 5.23660880e-02
2.91004398e+00 -8.17453713e-02]]
Progress: 81.2% ... Training loss: 0.061 ... Validation loss: 0.142[[-0.16181383]
[-0.95210751]
[-1.19917961]
[-0.76664974]
[-0.05871777]
[ 2.65063005]
[-0.05162038]
[-1.1023955 ]
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[ 1.03488824]
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[ 0.14128934]
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[ 0.86432154]
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[ 0.14279282]
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[ 4.49552492]
[-0.9467412 ]
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[ 0.38199564]
[-0.30662537]
[ 4.31961749]
[-1.92975788]]
[[ -1.92447902e-02 -3.06116814e-01 2.71050619e-01 ..., -2.32411174e-01
-3.25459548e-01 2.89200275e-01]
[ 5.85493769e-02 1.46534780e-01 -9.70957237e-04 ..., -2.21992947e-01
1.63041991e+00 1.15979214e-01]
[ -5.95626153e-02 2.67040957e-01 4.72555410e-01 ..., 2.39648273e-01
-3.08516429e-01 9.58838359e-01]
...,
[ -1.83901066e-01 -2.36840884e-01 -3.85481749e-01 ..., 9.18741727e-02
-5.96633122e-01 -3.28785682e-01]
[ -2.74445523e-01 -1.78996255e-01 -1.77843077e-01 ..., -1.16455289e-01
-1.39454495e-01 -3.56002147e-01]
[ 3.86404141e-02 8.16432092e-02 -4.09751605e-02 ..., 5.24588597e-02
2.90991185e+00 -8.10620556e-02]]
Progress: 81.2% ... Training loss: 0.060 ... Validation loss: 0.140[[-0.1613517 ]
[-0.95168498]
[-1.19768715]
[-0.76645657]
[-0.05878706]
[ 2.65146529]
[-0.05120632]
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[ 1.03518562]
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[ 0.14119775]
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[ 0.86465641]
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[ 0.14276441]
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[ 4.49486832]
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[ 0.38244145]
[-0.30604783]
[ 4.32022703]
[-1.92855665]]
[[ -1.92002951e-02 -3.05895679e-01 2.71380555e-01 ..., -2.32329973e-01
-3.26528178e-01 2.89470687e-01]
[ 5.85509486e-02 1.46543390e-01 -9.61654697e-04 ..., -2.21989954e-01
1.63041333e+00 1.15997148e-01]
[ -5.97108049e-02 2.66186569e-01 4.71819014e-01 ..., 2.39407008e-01
-3.06184303e-01 9.57366865e-01]
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[ -1.83898515e-01 -2.36836375e-01 -3.85364643e-01 ..., 9.18724572e-02
-5.96190631e-01 -3.28919778e-01]
[ -2.74327342e-01 -1.78311751e-01 -1.77160453e-01 ..., -1.16228286e-01
-1.40522337e-01 -3.55347026e-01]
[ 3.85627216e-02 8.11431612e-02 -4.14558874e-02 ..., 5.23066457e-02
2.91010885e+00 -8.15463860e-02]]
Progress: 81.3% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.15881577]
[-0.9498533 ]
[-1.19492199]
[-0.76538037]
[-0.05691661]
[ 2.65249041]
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[-1.10166444]
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[ 1.03731697]
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[ 0.14329678]
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[-1.00963549]
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[ 0.86791202]
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[-0.62130911]
[ 0.14464998]
[-0.35052835]
[ 4.49611487]
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[ 0.38445228]
[-0.304418 ]
[ 4.32273012]
[-1.92774047]]
[[ -1.93129662e-02 -3.06582860e-01 2.70299938e-01 ..., -2.32547578e-01
-3.23980806e-01 2.88984015e-01]
[ 5.85244042e-02 1.46387753e-01 -1.16698530e-03 ..., -2.22034865e-01
1.63069510e+00 1.15697363e-01]
[ -5.97950044e-02 2.65672248e-01 4.71228499e-01 ..., 2.39234506e-01
-3.02057887e-01 9.55899001e-01]
...,
[ -1.83893280e-01 -2.36798063e-01 -3.85296135e-01 ..., 9.18839397e-02
-5.95849221e-01 -3.28787860e-01]
[ -2.74336094e-01 -1.78410124e-01 -1.77188017e-01 ..., -1.16249393e-01
-1.40575793e-01 -3.55387700e-01]
[ 3.86130069e-02 8.14393565e-02 -4.13866115e-02 ..., 5.23871799e-02
2.90991977e+00 -8.13295034e-02]]
Progress: 81.3% ... Training loss: 0.062 ... Validation loss: 0.145[[-0.16371615]
[-0.95363918]
[-1.19921658]
[-0.76847352]
[-0.06036957]
[ 2.64924781]
[-0.05418175]
[-1.10353907]
[-0.53263031]
[ 1.03393789]
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[ 0.13906751]
[-0.10588241]
[-1.01460673]
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[ 0.86292801]
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[-0.80075276]
[-0.62527652]
[ 0.14020469]
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[ 4.49442121]
[-0.9493756 ]
[-1.65146192]
[ 0.3798793 ]
[-0.30798122]
[ 4.31583775]
[-1.93093113]]
[[ -1.90534885e-02 -3.05150201e-01 2.72228379e-01 ..., -2.32083003e-01
-3.29084657e-01 2.91273540e-01]
[ 5.85405026e-02 1.46480694e-01 -1.04830005e-03 ..., -2.22006478e-01
1.63066603e+00 1.15785661e-01]
[ -5.95369347e-02 2.67162888e-01 4.73291529e-01 ..., 2.39740570e-01
-3.06371525e-01 9.59032127e-01]
...,
[ -1.83860671e-01 -2.36648323e-01 -3.84971724e-01 ..., 9.19443799e-02
-5.96756718e-01 -3.28416070e-01]
[ -2.74248173e-01 -1.77902484e-01 -1.76610442e-01 ..., -1.16089825e-01
-1.41448466e-01 -3.54582906e-01]
[ 3.86022731e-02 8.13717126e-02 -4.13713412e-02 ..., 5.23673784e-02
2.90996111e+00 -8.13301800e-02]]
Progress: 81.3% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.15839024]
[-0.94820754]
[-1.19563674]
[-0.76267195]
[-0.0554263 ]
[ 2.65364729]
[-0.04854782]
[-1.09945551]
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[ 1.03777839]
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[ 0.14358985]
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[-1.01011833]
[-0.30045007]
[ 0.86818647]
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[-0.79788407]
[-0.62163206]
[ 0.14441387]
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[ 4.49482436]
[-0.94458683]
[-1.64790156]
[ 0.38434277]
[-0.30230165]
[ 4.32545195]
[-1.92830754]]
[[ -1.91547397e-02 -3.05684327e-01 2.72332921e-01 ..., -2.32283567e-01
-3.29174615e-01 2.90830667e-01]
[ 5.84634933e-02 1.46045297e-01 -1.20582329e-03 ..., -2.22152244e-01
1.63076842e+00 1.15119296e-01]
[ -5.97987510e-02 2.65721024e-01 4.71413228e-01 ..., 2.39260549e-01
-3.03384417e-01 9.56256331e-01]
...,
[ -1.83838986e-01 -2.36557745e-01 -3.85023931e-01 ..., 9.19824482e-02
-5.97540910e-01 -3.28450432e-01]
[ -2.74236330e-01 -1.77844928e-01 -1.76313715e-01 ..., -1.16072936e-01
-1.42144093e-01 -3.54593123e-01]
[ 3.84935137e-02 8.07415870e-02 -4.20008900e-02 ..., 5.21636398e-02
2.91020330e+00 -8.24663914e-02]]
Progress: 81.3% ... Training loss: 0.062 ... Validation loss: 0.145[[-0.16245453]
[-0.9519375 ]
[-1.19690844]
[-0.76710151]
[-0.05957666]
[ 2.65145474]
[-0.05215324]
[-1.10347175]
[-0.53096171]
[ 1.03612677]
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[ 0.13975541]
[-0.10367868]
[-1.01213624]
[-0.30444063]
[ 0.86374253]
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[-0.79919807]
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[ 0.1407898 ]
[-0.35373224]
[ 4.49417297]
[-0.94820118]
[-1.65132652]
[ 0.38138434]
[-0.30596842]
[ 4.31998295]
[-1.92954978]]
[[ -1.90147538e-02 -3.04851031e-01 2.72753432e-01 ..., -2.32027315e-01
-3.32766714e-01 2.91787856e-01]
[ 5.84487248e-02 1.45954942e-01 -1.23756970e-03 ..., -2.22180995e-01
1.63084394e+00 1.15036113e-01]
[ -5.97954769e-02 2.65748690e-01 4.71554187e-01 ..., 2.39260916e-01
-3.04630870e-01 9.56648652e-01]
...,
[ -1.83762690e-01 -2.36113648e-01 -3.84672322e-01 ..., 9.21183936e-02
-5.99955402e-01 -3.27730014e-01]
[ -2.74305616e-01 -1.78256454e-01 -1.76792400e-01 ..., -1.16198658e-01
-1.42075624e-01 -3.55031064e-01]
[ 3.85808300e-02 8.12987049e-02 -4.16501060e-02 ..., 5.23230714e-02
2.91035147e+00 -8.20713329e-02]]
Progress: 81.3% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.1617845 ]
[-0.95217878]
[-1.19780767]
[-0.76567594]
[-0.0592606 ]
[ 2.65274013]
[-0.05056291]
[-1.10302122]
[-0.53098171]
[ 1.03644142]
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[ 0.13955468]
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[-1.00979121]
[-0.3046342 ]
[ 0.86293742]
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[ 0.14134691]
[-0.3535009 ]
[ 4.49497015]
[-0.94517518]
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[ 0.38173661]
[-0.3058047 ]
[ 4.32057745]
[-1.92857093]]
[[ -1.91838829e-02 -3.05763027e-01 2.71756204e-01 ..., -2.32332301e-01
-3.29798574e-01 2.90442107e-01]
[ 5.83686727e-02 1.45538575e-01 -1.61601727e-03 ..., -2.22319477e-01
1.63195035e+00 1.14427358e-01]
[ -5.97707202e-02 2.65769532e-01 4.70976304e-01 ..., 2.39306283e-01
-3.02553373e-01 9.55159771e-01]
...,
[ -1.83828578e-01 -2.36495209e-01 -3.84994222e-01 ..., 9.19942909e-02
-5.98976742e-01 -3.28314348e-01]
[ -2.74370610e-01 -1.78610525e-01 -1.77246572e-01 ..., -1.16321491e-01
-1.40910817e-01 -3.55626256e-01]
[ 3.87377794e-02 8.21688140e-02 -4.07096851e-02 ..., 5.26016363e-02
2.91011113e+00 -8.11407013e-02]]
Progress: 81.3% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16050329]
[-0.950084 ]
[-1.19751329]
[-0.76337231]
[-0.05759634]
[ 2.65256459]
[-0.04936372]
[-1.10131359]
[-0.52996712]
[ 1.0359667 ]
[-0.09459116]
[ 0.14062093]
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[-1.01029329]
[-0.30280971]
[ 0.86371708]
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[-0.79987505]
[-0.62487656]
[ 0.14230551]
[-0.35239133]
[ 4.49490296]
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[-1.64978977]
[ 0.38202977]
[-0.30464383]
[ 4.32393196]
[-1.92872385]]
[[ -1.92058403e-02 -3.05928027e-01 2.71548287e-01 ..., -2.32382312e-01
-3.30893630e-01 2.90434848e-01]
[ 5.82995822e-02 1.45153408e-01 -2.07029752e-03 ..., -2.22447136e-01
1.63231545e+00 1.13665085e-01]
[ -5.96582465e-02 2.66433929e-01 4.71536640e-01 ..., 2.39518046e-01
-3.04244284e-01 9.55468701e-01]
...,
[ -1.83801010e-01 -2.36368306e-01 -3.84658094e-01 ..., 9.20449604e-02
-5.99833696e-01 -3.28212625e-01]
[ -2.74278331e-01 -1.78082850e-01 -1.76674475e-01 ..., -1.16152652e-01
-1.41908665e-01 -3.54968875e-01]
[ 3.86462175e-02 8.16449876e-02 -4.13763788e-02 ..., 5.24315257e-02
2.91018174e+00 -8.16871511e-02]]
Progress: 81.3% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.16165619]
[-0.95213551]
[-1.19743312]
[-0.76477856]
[-0.05832139]
[ 2.64916573]
[-0.05109006]
[-1.10130611]
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[ 1.03663779]
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[ 0.13983617]
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[ 0.14108896]
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[ 4.49441634]
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[ 0.38066537]
[-0.30677306]
[ 4.32125346]
[-1.93056658]]
[[ -1.91286218e-02 -3.05413719e-01 2.72107162e-01 ..., -2.32238962e-01
-3.31623416e-01 2.91270620e-01]
[ 5.82701360e-02 1.44981727e-01 -2.24313543e-03 ..., -2.22499935e-01
1.63267112e+00 1.13450947e-01]
[ -5.93618548e-02 2.68028998e-01 4.73118589e-01 ..., 2.40059840e-01
-3.08061295e-01 9.58039233e-01]
...,
[ -1.83783842e-01 -2.36239841e-01 -3.84561251e-01 ..., 9.20797373e-02
-5.99769228e-01 -3.28125894e-01]
[ -2.74188566e-01 -1.77552348e-01 -1.76065842e-01 ..., -1.15989365e-01
-1.43252196e-01 -3.54028198e-01]
[ 3.86892007e-02 8.18787515e-02 -4.11852678e-02 ..., 5.25025151e-02
2.91001840e+00 -8.14396848e-02]]
Progress: 81.3% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16120976]
[-0.95132396]
[-1.19689233]
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[-0.05794535]
[ 2.65093527]
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[ 1.0363725 ]
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[ 0.14079407]
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[ 0.86409757]
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[-0.79985229]
[-0.62401068]
[ 0.14130923]
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[ 4.49446532]
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[-1.64889289]
[ 0.38173812]
[-0.30613721]
[ 4.32246234]
[-1.93031457]]
[[ -1.92084717e-02 -3.05900286e-01 2.71841593e-01 ..., -2.32388281e-01
-3.30412710e-01 2.90350225e-01]
[ 5.83026294e-02 1.45157691e-01 -2.05662274e-03 ..., -2.22445969e-01
1.63252529e+00 1.13572901e-01]
[ -5.94833503e-02 2.67379672e-01 4.72423817e-01 ..., 2.39861531e-01
-3.08153108e-01 9.57232399e-01]
...,
[ -1.83810286e-01 -2.36387949e-01 -3.84752153e-01 ..., 9.20283930e-02
-5.99756411e-01 -3.28437150e-01]
[ -2.74226619e-01 -1.77784279e-01 -1.76296133e-01 ..., -1.16064869e-01
-1.43361180e-01 -3.54412700e-01]
[ 3.86742843e-02 8.17822554e-02 -4.11984737e-02 ..., 5.24754273e-02
2.91018090e+00 -8.13301723e-02]]
Progress: 81.3% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.15701168]
[-0.94783609]
[-1.19451917]
[-0.75958251]
[-0.05403106]
[ 2.65143404]
[-0.04648295]
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[ 1.03879024]
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[ 0.14475747]
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[ 4.49472692]
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[ 0.38402895]
[-0.30312521]
[ 4.32928767]
[-1.92909882]]
[[ -1.91844789e-02 -3.05779462e-01 2.71981016e-01 ..., -2.32346780e-01
-3.31287222e-01 2.90800380e-01]
[ 5.82712009e-02 1.44972907e-01 -2.19551695e-03 ..., -2.22502282e-01
1.63268436e+00 1.13306776e-01]
[ -5.93554054e-02 2.68082790e-01 4.72379540e-01 ..., 2.40072163e-01
-3.09587987e-01 9.56882007e-01]
...,
[ -1.83852139e-01 -2.36634848e-01 -3.84918270e-01 ..., 9.19502153e-02
-5.98836521e-01 -3.28646674e-01]
[ -2.74312620e-01 -1.78248567e-01 -1.76844760e-01 ..., -1.16223956e-01
-1.43055081e-01 -3.55399981e-01]
[ 3.86152135e-02 8.14347592e-02 -4.15543928e-02 ..., 5.23680029e-02
2.91018742e+00 -8.14661261e-02]]
Progress: 81.3% ... Training loss: 0.063 ... Validation loss: 0.147[[-0.1668483 ]
[-0.95587837]
[-1.19988434]
[-0.76946467]
[-0.06295051]
[ 2.64712379]
[-0.05504873]
[-1.10539467]
[-0.53608215]
[ 1.03349697]
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[ 0.13592637]
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[ 0.8577549 ]
[-0.84350184]
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[ 0.13677979]
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[ 4.49288757]
[-0.95109291]
[-1.65308889]
[ 0.37727157]
[-0.31094476]
[ 4.31396106]
[-1.93223367]]
[[ -1.89003626e-02 -3.04183331e-01 2.73360652e-01 ..., -2.31834133e-01
-3.34840690e-01 2.92538636e-01]
[ 5.83458261e-02 1.45413157e-01 -1.92454580e-03 ..., -2.22376658e-01
1.63249531e+00 1.13635740e-01]
[ -5.93681997e-02 2.68007524e-01 4.73395931e-01 ..., 2.40056997e-01
-3.12427604e-01 9.59228220e-01]
...,
[ -1.83756383e-01 -2.36107610e-01 -3.84509499e-01 ..., 9.21179879e-02
-6.00259278e-01 -3.27965604e-01]
[ -2.74250344e-01 -1.77913603e-01 -1.76381798e-01 ..., -1.16107989e-01
-1.44097372e-01 -3.54900094e-01]
[ 3.86894273e-02 8.18690124e-02 -4.11471759e-02 ..., 5.25015126e-02
2.91013621e+00 -8.12988585e-02]]
Progress: 81.3% ... Training loss: 0.067 ... Validation loss: 0.137[[-0.15995667]
[-0.94979276]
[-1.19467104]
[-0.76351724]
[-0.05799063]
[ 2.65219549]
[-0.04868622]
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[ 1.03821779]
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[ 0.14197456]
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[ 4.49396147]
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[ 0.38303614]
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[ 4.32423466]
[-1.92755796]]
[[ -1.92123490e-02 -3.05901143e-01 2.71676060e-01 ..., -2.32392146e-01
-3.28739763e-01 2.89527255e-01]
[ 5.82989136e-02 1.45144058e-01 -2.27119643e-03 ..., -2.22457315e-01
1.63335992e+00 1.13105487e-01]
[ -5.98040861e-02 2.65511768e-01 4.70472239e-01 ..., 2.39291177e-01
-3.04052184e-01 9.53775100e-01]
...,
[ -1.83902645e-01 -2.36923348e-01 -3.85336998e-01 ..., 9.18572742e-02
-5.97920045e-01 -3.29143736e-01]
[ -2.74392027e-01 -1.78700497e-01 -1.77285682e-01 ..., -1.16351478e-01
-1.40646269e-01 -3.56403607e-01]
[ 3.87739082e-02 8.23502718e-02 -4.07589314e-02 ..., 5.26596650e-02
2.91003551e+00 -8.07035051e-02]]
Progress: 81.3% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.1576234 ]
[-0.94736222]
[-1.19240799]
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[-0.0562143 ]
[ 2.65347058]
[-0.04637889]
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[ 1.03974556]
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[ 0.14431593]
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[ 0.86757468]
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[ 0.14533377]
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[ 4.49567601]
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[ 0.38477727]
[-0.30261573]
[ 4.32760495]
[-1.92587151]]
[[ -1.94199815e-02 -3.07061162e-01 2.70390207e-01 ..., -2.32768597e-01
-3.25406342e-01 2.87804612e-01]
[ 5.83199647e-02 1.45266631e-01 -2.13363061e-03 ..., -2.22419053e-01
1.63307557e+00 1.13204870e-01]
[ -5.99326941e-02 2.64812845e-01 4.69650253e-01 ..., 2.39059924e-01
-3.02443813e-01 9.52545629e-01]
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[ -1.83993974e-01 -2.37461988e-01 -3.85934979e-01 ..., 9.16940577e-02
-5.96642798e-01 -3.29898650e-01]
[ -2.74395071e-01 -1.78653826e-01 -1.77146114e-01 ..., -1.16342331e-01
-1.40136459e-01 -3.56506234e-01]
[ 3.87695825e-02 8.23337107e-02 -4.07920691e-02 ..., 5.26603895e-02
2.90989849e+00 -8.09787539e-02]]
Progress: 81.3% ... Training loss: 0.065 ... Validation loss: 0.146[[-0.16526349]
[-0.95443091]
[-1.19886756]
[-0.76764869]
[-0.06184286]
[ 2.64765166]
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[ 0.37854663]
[-0.30920859]
[ 4.31581791]
[-1.93066271]]
[[ -1.91524318e-02 -3.05506811e-01 2.72203820e-01 ..., -2.32282042e-01
-3.30276918e-01 2.90578679e-01]
[ 5.83165447e-02 1.45245499e-01 -2.14072567e-03 ..., -2.22425625e-01
1.63305973e+00 1.13208810e-01]
[ -5.94777055e-02 2.67490948e-01 4.72885715e-01 ..., 2.39927793e-01
-3.10982570e-01 9.58148581e-01]
...,
[ -1.83939814e-01 -2.37151204e-01 -3.85666724e-01 ..., 9.17975198e-02
-5.97513688e-01 -3.29300679e-01]
[ -2.74267250e-01 -1.77903047e-01 -1.76455412e-01 ..., -1.16100340e-01
-1.42502866e-01 -3.55359765e-01]
[ 3.88387580e-02 8.27378576e-02 -4.02274248e-02 ..., 5.27876174e-02
2.90978514e+00 -8.03927672e-02]]
Progress: 81.3% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.1580533 ]
[-0.94773795]
[-1.19369553]
[-0.76109448]
[-0.05558291]
[ 2.65028597]
[-0.04722659]
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[-0.52789871]
[ 1.03978126]
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[ 0.14435717]
[-0.0987733 ]
[-1.00964005]
[-0.29950041]
[ 0.86740908]
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[-0.62073848]
[ 0.14565131]
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[ 4.49529014]
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[-1.6457432 ]
[ 0.38390586]
[-0.30261468]
[ 4.3269398 ]
[-1.92800231]]
[[ -1.92874251e-02 -3.06192494e-01 2.71474476e-01 ..., -2.32512284e-01
-3.27258402e-01 2.89352428e-01]
[ 5.82978264e-02 1.45138284e-01 -2.23595261e-03 ..., -2.22459188e-01
1.63324154e+00 1.13087368e-01]
[ -5.95279894e-02 2.67120696e-01 4.71741497e-01 ..., 2.39801417e-01
-3.08151935e-01 9.55595471e-01]
...,
[ -1.84096048e-01 -2.38011867e-01 -3.86338522e-01 ..., 9.15097240e-02
-5.94861365e-01 -3.30391778e-01]
[ -2.74262848e-01 -1.77828678e-01 -1.76522863e-01 ..., -1.16081485e-01
-1.41848303e-01 -3.55460153e-01]
[ 3.87884932e-02 8.24429867e-02 -4.03979684e-02 ..., 5.26891029e-02
2.90971566e+00 -8.09372771e-02]]
Progress: 81.3% ... Training loss: 0.063 ... Validation loss: 0.145[[-0.16150148]
[-0.9504727 ]
[-1.19721913]
[-0.76419149]
[-0.05868602]
[ 2.65070028]
[-0.05010538]
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[ 1.0357108 ]
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[ 0.14113568]
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[ 0.86334591]
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[ 0.14319253]
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[ 4.49526452]
[-0.94659845]
[-1.6499425 ]
[ 0.38173283]
[-0.30581762]
[ 4.32163293]
[-1.92846362]]
[[ -1.93060448e-02 -3.06387418e-01 2.71242343e-01 ..., -2.32544400e-01
-3.28761678e-01 2.89231872e-01]
[ 5.83226149e-02 1.45278555e-01 -2.16876228e-03 ..., -2.22417515e-01
1.63310578e+00 1.13165393e-01]
[ -5.95903540e-02 2.66767641e-01 4.71364351e-01 ..., 2.39702388e-01
-3.07813398e-01 9.54792438e-01]
...,
[ -1.83962329e-01 -2.37236301e-01 -3.85667305e-01 ..., 9.17557247e-02
-5.96660104e-01 -3.29666849e-01]
[ -2.74189036e-01 -1.77429678e-01 -1.76215591e-01 ..., -1.15952931e-01
-1.42602411e-01 -3.54930409e-01]
[ 3.87627038e-02 8.22774043e-02 -4.05928832e-02 ..., 5.26383266e-02
2.90968733e+00 -8.13052348e-02]]
Progress: 81.4% ... Training loss: 0.060 ... Validation loss: 0.139[[-0.16129566]
[-0.94951569]
[-1.19681734]
[-0.76371676]
[-0.05822747]
[ 2.65011764]
[-0.05005569]
[-1.10180029]
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[ 1.03651908]
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[ 0.14180492]
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[ 0.86359972]
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[ 0.14380091]
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[ 4.49518159]
[-0.94648671]
[-1.64854123]
[ 0.38093513]
[-0.30489634]
[ 4.32271037]
[-1.92868475]]
[[ -1.92723841e-02 -3.06221322e-01 2.71413380e-01 ..., -2.32492644e-01
-3.29519274e-01 2.89895730e-01]
[ 5.83285225e-02 1.45310107e-01 -2.13313667e-03 ..., -2.22407723e-01
1.63307892e+00 1.13218503e-01]
[ -5.95270585e-02 2.67180475e-01 4.71727798e-01 ..., 2.39823316e-01
-3.09218096e-01 9.55180509e-01]
...,
[ -1.84014902e-01 -2.37519271e-01 -3.85967994e-01 ..., 9.16615629e-02
-5.95540697e-01 -3.30065906e-01]
[ -2.74157540e-01 -1.77254156e-01 -1.76113437e-01 ..., -1.15903392e-01
-1.42970694e-01 -3.54640133e-01]
[ 3.87293857e-02 8.20822995e-02 -4.07682295e-02 ..., 5.25765543e-02
2.90970013e+00 -8.15551334e-02]]
Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16769038]
[-0.95465613]
[-1.20205645]
[-0.76789729]
[-0.0631645 ]
[ 2.64823252]
[-0.05477248]
[-1.10679093]
[-0.53661241]
[ 1.03077367]
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[ 0.13610909]
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[-1.0143889 ]
[-0.30756581]
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[ 0.13843369]
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[ 4.49331223]
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[-1.6546238 ]
[ 0.37655926]
[-0.30962572]
[ 4.31324945]
[-1.93043199]]
[[ -1.91109193e-02 -3.05369157e-01 2.72117369e-01 ..., -2.32216578e-01
-3.32848792e-01 2.90950582e-01]
[ 5.82688718e-02 1.44962227e-01 -2.25484734e-03 ..., -2.22516845e-01
1.63322181e+00 1.12922238e-01]
[ -5.95783755e-02 2.66973105e-01 4.71440506e-01 ..., 2.39746895e-01
-3.08823006e-01 9.55944834e-01]
...,
[ -1.83906253e-01 -2.36908732e-01 -3.85494449e-01 ..., 9.18658272e-02
-5.97737119e-01 -3.29389689e-01]
[ -2.74186873e-01 -1.77467364e-01 -1.75823878e-01 ..., -1.15968807e-01
-1.42281056e-01 -3.54811971e-01]
[ 3.87795642e-02 8.23780627e-02 -4.04225424e-02 ..., 5.26664974e-02
2.90958386e+00 -8.09635757e-02]]
Progress: 81.4% ... Training loss: 0.065 ... Validation loss: 0.138[[-0.15932336]
[-0.9486814 ]
[-1.19481316]
[-0.76131235]
[-0.05597952]
[ 2.64717347]
[-0.04890465]
[-1.10022353]
[-0.52930533]
[ 1.03816349]
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[ 0.14276174]
[-0.1000143 ]
[-1.01163352]
[-0.30030691]
[ 0.86446637]
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[-0.79688384]
[-0.62220751]
[ 0.1446891 ]
[-0.35148233]
[ 4.49397153]
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[-1.64533408]
[ 0.38122547]
[-0.30422136]
[ 4.32584475]
[-1.92888322]]
[[ -1.92083515e-02 -3.05824815e-01 2.71340483e-01 ..., -2.32367055e-01
-3.32607447e-01 2.90883869e-01]
[ 5.81979416e-02 1.44578992e-01 -2.57214815e-03 ..., -2.22642908e-01
1.63378310e+00 1.12387251e-01]
[ -5.93788623e-02 2.67919795e-01 4.71891942e-01 ..., 2.40089615e-01
-3.08324226e-01 9.56357233e-01]
...,
[ -1.83963535e-01 -2.37214033e-01 -3.85779058e-01 ..., 9.17799298e-02
-5.96901232e-01 -3.29621851e-01]
[ -2.74262602e-01 -1.77870066e-01 -1.76016568e-01 ..., -1.16106770e-01
-1.40947778e-01 -3.54969986e-01]
[ 3.87753906e-02 8.23605018e-02 -4.04802901e-02 ..., 5.26609886e-02
2.90958778e+00 -8.10640019e-02]]
Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16546977]
[-0.95272544]
[-1.20053578]
[-0.76538152]
[-0.06046981]
[ 2.6442727 ]
[-0.05300659]
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[ 1.03459901]
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[ 0.13740899]
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[ 0.13974974]
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[ 4.49317939]
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[-1.65176784]
[ 0.37706217]
[-0.30867426]
[ 4.31677901]
[-1.93123356]]
[[ -1.89235077e-02 -3.04249972e-01 2.73278241e-01 ..., -2.31850196e-01
-3.37091943e-01 2.93033137e-01]
[ 5.81483892e-02 1.44290471e-01 -2.81780772e-03 ..., -2.22739529e-01
1.63383214e+00 1.12224427e-01]
[ -5.93902107e-02 2.67881043e-01 4.72145718e-01 ..., 2.40089855e-01
-3.08672748e-01 9.58159698e-01]
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[ -1.84012819e-01 -2.37547970e-01 -3.85935990e-01 ..., 9.16981942e-02
-5.96720802e-01 -3.30435507e-01]
[ -2.74224555e-01 -1.77636329e-01 -1.75686647e-01 ..., -1.16045079e-01
-1.42278167e-01 -3.54656825e-01]
[ 3.88960681e-02 8.30589624e-02 -3.99071809e-02 ..., 5.28888478e-02
2.90940055e+00 -8.02461681e-02]]
Progress: 81.4% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.16253588]
[-0.95014066]
[-1.19856795]
[-0.76220479]
[-0.05735841]
[ 2.64512934]
[-0.05040712]
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[ 4.49326202]
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[ 0.37914015]
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[ 4.32163678]
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[[ -1.89710350e-02 -3.04483443e-01 2.73010637e-01 ..., -2.31923261e-01
-3.36758838e-01 2.92373061e-01]
[ 5.81069134e-02 1.44059467e-01 -2.87984503e-03 ..., -2.22812375e-01
1.63377776e+00 1.11905868e-01]
[ -5.92877544e-02 2.68431614e-01 4.72299956e-01 ..., 2.40294215e-01
-3.08291820e-01 9.57926858e-01]
...,
[ -1.84022381e-01 -2.37630885e-01 -3.85861318e-01 ..., 9.17023030e-02
-5.97238218e-01 -3.30499086e-01]
[ -2.74261905e-01 -1.77864897e-01 -1.75715072e-01 ..., -1.16115477e-01
-1.41422544e-01 -3.54885314e-01]
[ 3.87560700e-02 8.22543772e-02 -4.08090821e-02 ..., 5.26299430e-02
2.90971287e+00 -8.15963301e-02]]
Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16306255]
[-0.95031422]
[-1.19776771]
[-0.76292851]
[-0.05795708]
[ 2.6450416 ]
[-0.05156657]
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[ 1.0358865 ]
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[ 4.49358268]
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[ 0.37833288]
[-0.3066369 ]
[ 4.32140835]
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[[ -1.90474700e-02 -3.04873212e-01 2.72725992e-01 ..., -2.32084500e-01
-3.38598708e-01 2.92173170e-01]
[ 5.82482002e-02 1.44893101e-01 -2.20141030e-03 ..., -2.22558941e-01
1.63226276e+00 1.13155603e-01]
[ -5.93101559e-02 2.68350640e-01 4.72454497e-01 ..., 2.40253927e-01
-3.10359836e-01 9.57648900e-01]
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[ -1.83950711e-01 -2.37219766e-01 -3.85513146e-01 ..., 9.18295748e-02
-5.98000461e-01 -3.29987169e-01]
[ -2.74295385e-01 -1.78052839e-01 -1.75997409e-01 ..., -1.16178478e-01
-1.41459290e-01 -3.55301686e-01]
[ 3.87291891e-02 8.20973550e-02 -4.08064070e-02 ..., 5.25722524e-02
2.90964726e+00 -8.16954724e-02]]
Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16405097]
[-0.95147852]
[-1.20111349]
[-0.76297173]
[-0.05899883]
[ 2.64690055]
[-0.05044774]
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[ 4.49379302]
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[ 0.37862898]
[-0.30738728]
[ 4.31846564]
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[[ -1.90283872e-02 -3.04746032e-01 2.72953028e-01 ..., -2.32040291e-01
-3.36745415e-01 2.91712139e-01]
[ 5.81674744e-02 1.44430768e-01 -2.68486931e-03 ..., -2.22692541e-01
1.63305653e+00 1.12288654e-01]
[ -5.94145946e-02 2.67730157e-01 4.71904548e-01 ..., 2.40092267e-01
-3.06942066e-01 9.56589600e-01]
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[ -1.84012367e-01 -2.37575285e-01 -3.85770355e-01 ..., 9.17191506e-02
-5.96230288e-01 -3.30546648e-01]
[ -2.74345893e-01 -1.78363126e-01 -1.76248405e-01 ..., -1.16273429e-01
-1.40694075e-01 -3.56004874e-01]
[ 3.88762793e-02 8.29402992e-02 -3.98870065e-02 ..., 5.28450770e-02
2.90938230e+00 -8.04641917e-02]]
Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16271783]
[-0.95082506]
[-1.20159553]
[-0.76177671]
[-0.05873187]
[ 2.64630503]
[-0.04982318]
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[ 4.49405134]
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[ 0.37902611]
[-0.30705221]
[ 4.32080863]
[-1.92911954]]
[[ -1.89947035e-02 -3.04568814e-01 2.72824688e-01 ..., -2.31986315e-01
-3.38500150e-01 2.92163951e-01]
[ 5.81630584e-02 1.44407513e-01 -2.69432600e-03 ..., -2.22700523e-01
1.63308887e+00 1.12276920e-01]
[ -5.92959358e-02 2.68412049e-01 4.72574247e-01 ..., 2.40306266e-01
-3.08925936e-01 9.57676077e-01]
...,
[ -1.84048258e-01 -2.37769559e-01 -3.85956023e-01 ..., 9.16587512e-02
-5.95465467e-01 -3.30898926e-01]
[ -2.74345511e-01 -1.78368127e-01 -1.76276836e-01 ..., -1.16267356e-01
-1.40734932e-01 -3.55927115e-01]
[ 3.88496255e-02 8.27495853e-02 -4.00620472e-02 ..., 5.27821995e-02
2.90937996e+00 -8.05928054e-02]]
Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.15843911]
[-0.94689275]
[-1.19765787]
[-0.75842884]
[-0.05572317]
[ 2.64788756]
[-0.0464796 ]
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[ 4.49453704]
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[ 0.38210308]
[-0.30379661]
[ 4.3280574 ]
[-1.92776496]]
[[ -1.91689225e-02 -3.05575416e-01 2.72101382e-01 ..., -2.32308189e-01
-3.37102516e-01 2.91140167e-01]
[ 5.81722719e-02 1.44454759e-01 -2.68263959e-03 ..., -2.22685633e-01
1.63303330e+00 1.12288423e-01]
[ -5.93572106e-02 2.68050461e-01 4.72354656e-01 ..., 2.40172769e-01
-3.08602895e-01 9.57092779e-01]
...,
[ -1.84071300e-01 -2.37911777e-01 -3.86152229e-01 ..., 9.16164086e-02
-5.94820992e-01 -3.31241219e-01]
[ -2.74468896e-01 -1.79052283e-01 -1.76829382e-01 ..., -1.16496230e-01
-1.37544407e-01 -3.56697848e-01]
[ 3.87553401e-02 8.22255684e-02 -4.06233070e-02 ..., 5.26016845e-02
2.90941752e+00 -8.11767225e-02]]
Progress: 81.4% ... Training loss: 0.062 ... Validation loss: 0.143[[-0.16028244]
[-0.94699256]
[-1.19621169]
[-0.76100305]
[-0.05680776]
[ 2.6479577 ]
[-0.04804722]
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[ 4.32653701]
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[[ -1.92078927e-02 -3.05836475e-01 2.71589074e-01 ..., -2.32398565e-01
-3.37541992e-01 2.91236928e-01]
[ 5.82189350e-02 1.44733158e-01 -2.41509835e-03 ..., -2.22605242e-01
1.63265356e+00 1.12625476e-01]
[ -5.93879200e-02 2.67937664e-01 4.72635553e-01 ..., 2.40114689e-01
-3.11638336e-01 9.58217872e-01]
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[ -1.83940177e-01 -2.37162197e-01 -3.85400578e-01 ..., 9.18608052e-02
-5.96339559e-01 -3.30236648e-01]
[ -2.74339705e-01 -1.78306200e-01 -1.76113983e-01 ..., -1.16259414e-01
-1.39312951e-01 -3.55905113e-01]
[ 3.87011970e-02 8.19211929e-02 -4.12743558e-02 ..., 5.24943795e-02
2.90964058e+00 -8.15732665e-02]]
Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.15966279]
[-0.94586893]
[-1.19397803]
[-0.76186841]
[-0.05749905]
[ 2.64984562]
[-0.04754561]
[-1.10281331]
[-0.52921408]
[ 1.03918356]
[-0.09201737]
[ 0.14218205]
[-0.09945611]
[-1.01085656]
[-0.29948009]
[ 0.86380058]
[-0.8352281 ]
[-0.79776693]
[-0.62193124]
[ 0.14405563]
[-0.3512084 ]
[ 4.49458113]
[-0.94564391]
[-1.64951375]
[ 0.38239859]
[-0.30336704]
[ 4.3274365 ]
[-1.92798385]]
[[ -1.91438855e-02 -3.05430439e-01 2.71414571e-01 ..., -2.32289103e-01
-3.38307990e-01 2.91561635e-01]
[ 5.81942345e-02 1.44589228e-01 -2.63190128e-03 ..., -2.22650139e-01
1.63271112e+00 1.12427812e-01]
[ -5.97292254e-02 2.66057564e-01 4.70742178e-01 ..., 2.39469514e-01
-3.08913428e-01 9.55413666e-01]
...,
[ -1.83960622e-01 -2.37302243e-01 -3.85513362e-01 ..., 9.18191260e-02
-5.96434720e-01 -3.30207512e-01]
[ -2.74158872e-01 -1.77279589e-01 -1.75355615e-01 ..., -1.15943912e-01
-1.40878522e-01 -3.54366814e-01]
[ 3.87388398e-02 8.21450931e-02 -4.11526574e-02 ..., 5.25609658e-02
2.90953630e+00 -8.13554901e-02]]
Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16709762]
[-0.95100134]
[-1.19728167]
[-0.76931101]
[-0.06408414]
[ 2.64854494]
[-0.05354532]
[-1.10920914]
[-0.53452335]
[ 1.03637741]
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[ 0.13705214]
[-0.10516823]
[-1.01406193]
[-0.30514948]
[ 0.85728199]
[-0.84143326]
[-0.80209092]
[-0.62647659]
[ 0.13830893]
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[ 4.49153323]
[-0.9521119 ]
[-1.65711729]
[ 0.37769353]
[-0.30853936]
[ 4.3163131 ]
[-1.93063921]]
[[ -1.89005125e-02 -3.03951809e-01 2.73112870e-01 ..., -2.31830640e-01
-3.41282136e-01 2.93615679e-01]
[ 5.82135806e-02 1.44714229e-01 -2.47544949e-03 ..., -2.22612732e-01
1.63191325e+00 1.12619083e-01]
[ -5.98902702e-02 2.65190629e-01 4.70600089e-01 ..., 2.39177823e-01
-3.10489450e-01 9.56148458e-01]
...,
[ -1.83887203e-01 -2.36895977e-01 -3.85138825e-01 ..., 9.19590079e-02
-5.97906341e-01 -3.29705814e-01]
[ -2.74048636e-01 -1.76658191e-01 -1.74640018e-01 ..., -1.15752326e-01
-1.41607859e-01 -3.53203696e-01]
[ 3.87198954e-02 8.20598018e-02 -4.13472398e-02 ..., 5.25192457e-02
2.90982548e+00 -8.18708973e-02]]
Progress: 81.4% ... Training loss: 0.064 ... Validation loss: 0.136[[-0.16118787]
[-0.94684651]
[-1.19337132]
[-0.76396197]
[-0.05855306]
[ 2.65128911]
[-0.0486343 ]
[-1.10361946]
[-0.53033438]
[ 1.04156134]
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[ 0.14274522]
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[-1.01086497]
[-0.30010224]
[ 0.86421494]
[-0.83594184]
[-0.79720538]
[-0.62180243]
[ 0.14346185]
[-0.35074095]
[ 4.49164437]
[-0.94734129]
[-1.65114534]
[ 0.3815977 ]
[-0.30432877]
[ 4.32430912]
[-1.92948429]]
[[ -1.90393139e-02 -3.04648039e-01 2.72611506e-01 ..., -2.32099828e-01
-3.36520937e-01 2.92921748e-01]
[ 5.83003966e-02 1.45239412e-01 -1.85844486e-03 ..., -2.22469968e-01
1.63203036e+00 1.13723813e-01]
[ -5.97619795e-02 2.65988379e-01 4.71641339e-01 ..., 2.39370438e-01
-3.06338189e-01 9.56215462e-01]
...,
[ -1.83954568e-01 -2.37259474e-01 -3.85592830e-01 ..., 9.18360824e-02
-5.96525105e-01 -3.30259909e-01]
[ -2.74049288e-01 -1.76679250e-01 -1.74448274e-01 ..., -1.15758491e-01
-1.41081154e-01 -3.53127358e-01]
[ 3.86697347e-02 8.17608495e-02 -4.15103558e-02 ..., 5.24266309e-02
2.90977688e+00 -8.23838702e-02]]
Progress: 81.4% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16486232]
[-0.95091364]
[-1.19887354]
[-0.7661611 ]
[-0.06020974]
[ 2.64852094]
[-0.05161146]
[-1.10357121]
[-0.53541005]
[ 1.03929253]
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[ 0.13990748]
[-0.10226831]
[-1.01473568]
[-0.30436308]
[ 0.86133849]
[-0.84093092]
[-0.80162493]
[-0.62550655]
[ 0.14042917]
[-0.35383005]
[ 4.49018855]
[-0.94920553]
[-1.65283423]
[ 0.37870185]
[-0.30747169]
[ 4.31688977]
[-1.93306322]]
[[ -1.88232527e-02 -3.03290282e-01 2.74292039e-01 ..., -2.31697438e-01
-3.35897392e-01 2.96106018e-01]
[ 5.83407767e-02 1.45502292e-01 -1.49727266e-03 ..., -2.22403878e-01
1.63209598e+00 1.14378954e-01]
[ -5.93080034e-02 2.68572301e-01 4.74360131e-01 ..., 2.40204487e-01
-3.07796131e-01 9.60733103e-01]
...,
[ -1.84043612e-01 -2.37757401e-01 -3.86015180e-01 ..., 9.16785394e-02
-5.94378182e-01 -3.30976125e-01]
[ -2.73908896e-01 -1.75863019e-01 -1.73528659e-01 ..., -1.15497156e-01
-1.42194926e-01 -3.51657039e-01]
[ 3.86463800e-02 8.16078013e-02 -4.17331057e-02 ..., 5.23761700e-02
2.90989156e+00 -8.23751372e-02]]
Progress: 81.4% ... Training loss: 0.063 ... Validation loss: 0.136[[-0.1613238 ]
[-0.94858561]
[-1.19633907]
[-0.76442128]
[-0.05864379]
[ 2.65062731]
[-0.04883349]
[-1.10166994]
[-0.53239128]
[ 1.04201521]
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[ 0.14311186]
[-0.09897597]
[-1.01274711]
[-0.3014059 ]
[ 0.86518672]
[-0.83785641]
[-0.79750444]
[-0.62282988]
[ 0.14323524]
[-0.35047538]
[ 4.49114319]
[-0.9468013 ]
[-1.64931144]
[ 0.3811796 ]
[-0.30528778]
[ 4.32271666]
[-1.93151183]]
[[ -1.89839527e-02 -3.04172220e-01 2.73277663e-01 ..., -2.31982157e-01
-3.34503970e-01 2.94875160e-01]
[ 5.83747065e-02 1.45685166e-01 -1.33092861e-03 ..., -2.22348360e-01
1.63186257e+00 1.14640015e-01]
[ -5.93353808e-02 2.68444785e-01 4.73881081e-01 ..., 2.40177461e-01
-3.05833560e-01 9.59661340e-01]
...,
[ -1.84150170e-01 -2.38348599e-01 -3.86542093e-01 ..., 9.14943211e-02
-5.93216238e-01 -3.31511300e-01]
[ -2.74028879e-01 -1.76541140e-01 -1.74126328e-01 ..., -1.15714601e-01
-1.40461221e-01 -3.53005977e-01]
[ 3.85214821e-02 8.09008323e-02 -4.25010933e-02 ..., 5.21427924e-02
2.91031981e+00 -8.36606022e-02]]
Progress: 81.5% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.15695651]
[-0.94465925]
[-1.19214621]
[-0.76164917]
[-0.05597292]
[ 2.65596281]
[-0.04416712]
[-1.10156631]
[-0.52721939]
[ 1.04347379]
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[ 0.1466595 ]
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[-1.00706881]
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[ 0.86962331]
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[-0.79407082]
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[ 0.14669091]
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[ 4.49288748]
[-0.94385323]
[-1.64935906]
[ 0.38562423]
[-0.30058828]
[ 4.32890381]
[-1.92738245]]
[[ -1.93040893e-02 -3.06003150e-01 2.71223727e-01 ..., -2.32586716e-01
-3.28692755e-01 2.91397629e-01]
[ 5.83283712e-02 1.45434381e-01 -1.41279523e-03 ..., -2.22437426e-01
1.63214041e+00 1.14420025e-01]
[ -5.99308774e-02 2.65011143e-01 4.69795604e-01 ..., 2.39100215e-01
-2.97707327e-01 9.54164309e-01]
...,
[ -1.84176187e-01 -2.38508536e-01 -3.86774760e-01 ..., 9.14501082e-02
-5.92462566e-01 -3.31895459e-01]
[ -2.74121272e-01 -1.77069433e-01 -1.74760711e-01 ..., -1.15891144e-01
-1.37851110e-01 -3.54125400e-01]
[ 3.84633027e-02 8.05515946e-02 -4.30989509e-02 ..., 5.20356935e-02
2.91061211e+00 -8.44932415e-02]]
Progress: 81.5% ... Training loss: 0.066 ... Validation loss: 0.148[[-0.16394936]
[-0.95038285]
[-1.1957168 ]
[-0.76831903]
[-0.06201557]
[ 2.65141673]
[-0.05062076]
[-1.10661332]
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[ 1.04011726]
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[ 0.14045884]
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[ 0.8628304 ]
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[ 0.14026701]
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[ 4.49266009]
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[-1.65418024]
[ 0.38024109]
[-0.30683437]
[ 4.31853925]
[-1.9314174 ]]
[[ -1.91255292e-02 -3.04951837e-01 2.72160234e-01 ..., -2.32253869e-01
-3.32930934e-01 2.93190780e-01]
[ 5.83973914e-02 1.45856401e-01 -9.36417564e-04 ..., -2.22304949e-01
1.63109251e+00 1.15254001e-01]
[ -5.97659129e-02 2.66107769e-01 4.71373537e-01 ..., 2.39459549e-01
-3.03738484e-01 9.58187202e-01]
...,
[ -1.84102097e-01 -2.38094019e-01 -3.86274461e-01 ..., 9.15897004e-02
-5.94141460e-01 -3.31210292e-01]
[ -2.74098239e-01 -1.76973121e-01 -1.74693115e-01 ..., -1.15852496e-01
-1.38459965e-01 -3.54122620e-01]
[ 3.85497333e-02 8.10478323e-02 -4.26237928e-02 ..., 5.21831491e-02
2.91033339e+00 -8.37592133e-02]]
Progress: 81.5% ... Training loss: 0.061 ... Validation loss: 0.135[[-0.16263207]
[-0.94984012]
[-1.19618381]
[-0.76623976]
[-0.06024782]
[ 2.65159971]
[-0.04919507]
[-1.10354212]
[-0.53355328]
[ 1.04056596]
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[ 0.14199469]
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[ 0.86502288]
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[-0.79866125]
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[ 0.14177627]
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[ 4.49349006]
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[-1.65144315]
[ 0.38104392]
[-0.30534642]
[ 4.32046063]
[-1.93133699]]
[[ -1.92236717e-02 -3.05429646e-01 2.71538981e-01 ..., -2.32422376e-01
-3.30749306e-01 2.92900618e-01]
[ 5.83952053e-02 1.45845620e-01 -9.40588921e-04 ..., -2.22308719e-01
1.63110576e+00 1.15249107e-01]
[ -5.94902693e-02 2.67548761e-01 4.72563743e-01 ..., 2.39969794e-01
-3.04867796e-01 9.59613409e-01]
...,
[ -1.84227775e-01 -2.38776689e-01 -3.86976899e-01 ..., 9.13720555e-02
-5.92140673e-01 -3.32151402e-01]
[ -2.74147625e-01 -1.77249603e-01 -1.74976696e-01 ..., -1.15942213e-01
-1.37416804e-01 -3.54655343e-01]
[ 3.85083512e-02 8.07882911e-02 -4.28019497e-02 ..., 5.21052194e-02
2.91047326e+00 -8.42814429e-02]]
Progress: 81.5% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16112859]
[-0.94899018]
[-1.19542961]
[-0.76516737]
[-0.0589604 ]
[ 2.65200492]
[-0.04787915]
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[ 1.0415832 ]
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[ 0.14316254]
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[ 0.86648146]
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[-0.79711828]
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[ 0.14308732]
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[ 4.49436033]
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[-1.65020688]
[ 0.38217115]
[-0.30426005]
[ 4.32214442]
[-1.93135203]]
[[ -1.93135135e-02 -3.05901391e-01 2.71026461e-01 ..., -2.32574275e-01
-3.28537020e-01 2.91884508e-01]
[ 5.83552059e-02 1.45603044e-01 -1.25887278e-03 ..., -2.22386900e-01
1.63192338e+00 1.14762383e-01]
[ -5.94712577e-02 2.67664912e-01 4.72884258e-01 ..., 2.40032398e-01
-3.00731989e-01 9.59717018e-01]
...,
[ -1.84339220e-01 -2.39413570e-01 -3.87585182e-01 ..., 9.11720163e-02
-5.90540204e-01 -3.33222793e-01]
[ -2.74211228e-01 -1.77624172e-01 -1.75430912e-01 ..., -1.16042365e-01
-1.36814848e-01 -3.55324856e-01]
[ 3.85464630e-02 8.09599261e-02 -4.25573157e-02 ..., 5.21613420e-02
2.91033555e+00 -8.37722548e-02]]
Progress: 81.5% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.15998583]
[-0.94796904]
[-1.19356506]
[-0.76469184]
[-0.05800569]
[ 2.65169362]
[-0.04717342]
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[ 1.04322174]
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[ 0.14408927]
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[-0.62051296]
[ 0.14426992]
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[ 4.49427015]
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[ 0.38353825]
[-0.30365897]
[ 4.32379435]
[-1.93105864]]
[[ -1.93013953e-02 -3.05840644e-01 2.71099647e-01 ..., -2.32552569e-01
-3.26851529e-01 2.91715383e-01]
[ 5.83465690e-02 1.45573381e-01 -1.45896343e-03 ..., -2.22407270e-01
1.63304878e+00 1.14559237e-01]
[ -5.95237315e-02 2.67397194e-01 4.73079169e-01 ..., 2.39932405e-01
-2.96741498e-01 9.59495384e-01]
...,
[ -1.84285759e-01 -2.39124758e-01 -3.87193747e-01 ..., 9.12750451e-02
-5.90606493e-01 -3.32539172e-01]
[ -2.74440414e-01 -1.78925262e-01 -1.76964127e-01 ..., -1.16463314e-01
-1.33257062e-01 -3.57689846e-01]
[ 3.85858405e-02 8.11929125e-02 -4.21431076e-02 ..., 5.22392360e-02
2.91023725e+00 -8.32525285e-02]]
Progress: 81.5% ... Training loss: 0.062 ... Validation loss: 0.142[[-0.16336526]
[-0.9507256 ]
[-1.19673069]
[-0.7673782 ]
[-0.06076119]
[ 2.65136539]
[-0.04941211]
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[ 1.04085956]
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[ 0.14083388]
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[ 0.86501021]
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[ 0.14183362]
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[ 4.49480355]
[-0.9506704 ]
[-1.65419179]
[ 0.38192436]
[-0.30605103]
[ 4.317561 ]
[-1.9319854 ]]
[[ -1.91045999e-02 -3.04682944e-01 2.72140580e-01 ..., -2.32190971e-01
-3.26433485e-01 2.92702422e-01]
[ 5.83664106e-02 1.45691913e-01 -1.33429805e-03 ..., -2.22372052e-01
1.63295255e+00 1.14753728e-01]
[ -5.97029618e-02 2.66293141e-01 4.72021215e-01 ..., 2.39600508e-01
-2.93300882e-01 9.58546351e-01]
...,
[ -1.84246190e-01 -2.38915775e-01 -3.87017425e-01 ..., 9.13502630e-02
-5.90763348e-01 -3.32416944e-01]
[ -2.74533296e-01 -1.79457935e-01 -1.77438413e-01 ..., -1.16631022e-01
-1.32120610e-01 -3.58360113e-01]
[ 3.88225361e-02 8.25741381e-02 -4.11595723e-02 ..., 5.26759048e-02
2.90983937e+00 -8.13633001e-02]]
Progress: 81.5% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.16161567]
[-0.94902366]
[-1.19512395]
[-0.76496001]
[-0.0585778 ]
[ 2.65028692]
[-0.04828927]
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[ 1.04225099]
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[ 0.1433546 ]
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[ 4.49372887]
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[ 0.382865 ]
[-0.30460722]
[ 4.32087057]
[-1.93163306]]
[[ -1.90115349e-02 -3.04125950e-01 2.72901878e-01 ..., -2.32013833e-01
-3.27425809e-01 2.93629483e-01]
[ 5.83436384e-02 1.45565668e-01 -1.34077831e-03 ..., -2.22413373e-01
1.63295347e+00 1.14606254e-01]
[ -5.96080138e-02 2.66829015e-01 4.72603061e-01 ..., 2.39783117e-01
-2.95886306e-01 9.58840833e-01]
...,
[ -1.84237539e-01 -2.38874895e-01 -3.86993772e-01 ..., 9.13663324e-02
-5.90615375e-01 -3.32279194e-01]
[ -2.74581374e-01 -1.79737653e-01 -1.77856514e-01 ..., -1.16713461e-01
-1.31511563e-01 -3.59028311e-01]
[ 3.87531554e-02 8.21864718e-02 -4.15053478e-02 ..., 5.25439223e-02
2.90988250e+00 -8.17756332e-02]]
Progress: 81.5% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16626861]
[-0.95296996]
[-1.19880783]
[-0.76867154]
[-0.06198528]
[ 2.64680277]
[-0.05213875]
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[ 1.03997288]
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[ 4.492841 ]
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[-1.65414505]
[ 0.37926407]
[-0.30842128]
[ 4.31455415]
[-1.93464645]]
[[ -1.88322593e-02 -3.03136641e-01 2.73943657e-01 ..., -2.31685602e-01
-3.30597276e-01 2.95385910e-01]
[ 5.83436384e-02 1.45565668e-01 -1.34077831e-03 ..., -2.22413373e-01
1.63295347e+00 1.14606254e-01]
[ -5.92932796e-02 2.68614551e-01 4.75331531e-01 ..., 2.40365171e-01
-3.01788468e-01 9.62548981e-01]
...,
[ -1.84167668e-01 -2.38451883e-01 -3.86445326e-01 ..., 9.15005969e-02
-5.92023698e-01 -3.31568784e-01]
[ -2.74567382e-01 -1.79676656e-01 -1.77771539e-01 ..., -1.16691734e-01
-1.31740090e-01 -3.59140708e-01]
[ 3.88509885e-02 8.27438398e-02 -4.09385206e-02 ..., 5.27286240e-02
2.90969402e+00 -8.08049118e-02]]
Progress: 81.5% ... Training loss: 0.063 ... Validation loss: 0.136[[-0.16112766]
[-0.94862073]
[-1.19400312]
[-0.76489093]
[-0.05803816]
[ 2.64831913]
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[ 1.04389293]
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[ 0.14327609]
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[ 0.86763235]
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[ 0.14397496]
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[ 4.49434379]
[-0.9502577 ]
[-1.6490123 ]
[ 0.38262807]
[-0.30422376]
[ 4.32256699]
[-1.9322614 ]]
[[ -1.89994937e-02 -3.04040432e-01 2.72901516e-01 ..., -2.31983288e-01
-3.28216507e-01 2.94166197e-01]
[ 5.83501032e-02 1.45595837e-01 -1.46483484e-03 ..., -2.22401055e-01
1.63304916e+00 1.14605721e-01]
[ -5.93879843e-02 2.68039534e-01 4.74313848e-01 ..., 2.40181797e-01
-3.00357654e-01 9.60359561e-01]
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[ -1.84210221e-01 -2.38701223e-01 -3.86900417e-01 ..., 9.14270682e-02
-5.91315218e-01 -3.32037910e-01]
[ -2.74674338e-01 -1.80271901e-01 -1.78306170e-01 ..., -1.16887099e-01
-1.30556298e-01 -3.59975515e-01]
[ 3.88569394e-02 8.27717351e-02 -4.10174041e-02 ..., 5.27430754e-02
2.90963165e+00 -8.09206497e-02]]
Progress: 81.5% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16360642]
[-0.95024907]
[-1.19647801]
[-0.76589841]
[-0.05938652]
[ 2.64751674]
[-0.05012422]
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[ 1.04034408]
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[ 0.14064059]
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[ 0.14208755]
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[ 4.49373514]
[-0.9510814 ]
[-1.65206996]
[ 0.38076058]
[-0.30542081]
[ 4.31936715]
[-1.93295377]]
[[ -1.89828475e-02 -3.03997309e-01 2.73199858e-01 ..., -2.31960093e-01
-3.29112423e-01 2.94574551e-01]
[ 5.83426635e-02 1.45546621e-01 -1.43352724e-03 ..., -2.22415133e-01
1.63301502e+00 1.14578378e-01]
[ -5.94607595e-02 2.67577000e-01 4.73483108e-01 ..., 2.40067051e-01
-3.00945838e-01 9.59828851e-01]
...,
[ -1.84118583e-01 -2.38183617e-01 -3.86381123e-01 ..., 9.15910898e-02
-5.93078477e-01 -3.31366813e-01]
[ -2.74578682e-01 -1.79735495e-01 -1.77682839e-01 ..., -1.16734695e-01
-1.30963238e-01 -3.59698548e-01]
[ 3.88789517e-02 8.29142707e-02 -4.06645537e-02 ..., 5.27824398e-02
2.90964979e+00 -8.05124929e-02]]
Progress: 81.5% ... Training loss: 0.060 ... Validation loss: 0.136[[-0.16549891]
[-0.95162639]
[-1.19594787]
[-0.7684655 ]
[-0.06196436]
[ 2.64885755]
[-0.05138133]
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[ 1.0399291 ]
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[ 0.13887193]
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[ 0.13974599]
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[ 4.49267374]
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[-1.65560565]
[ 0.38021928]
[-0.30722813]
[ 4.31603553]
[-1.93196309]]
[[ -1.90115059e-02 -3.04197382e-01 2.72785939e-01 ..., -2.32009733e-01
-3.28483713e-01 2.93643598e-01]
[ 5.82474964e-02 1.44991955e-01 -2.25021686e-03 ..., -2.22583080e-01
1.63407630e+00 1.13221332e-01]
[ -5.98334882e-02 2.65408249e-01 4.71564475e-01 ..., 2.39426006e-01
-2.96111236e-01 9.56835872e-01]
...,
[ -1.84095899e-01 -2.38048274e-01 -3.86378724e-01 ..., 9.16300378e-02
-5.92181042e-01 -3.31249050e-01]
[ -2.74616459e-01 -1.79971686e-01 -1.77788566e-01 ..., -1.16810599e-01
-1.30634655e-01 -3.60083013e-01]
[ 3.89461338e-02 8.33340112e-02 -4.03627583e-02 ..., 5.29111245e-02
2.90955621e+00 -8.00002428e-02]]
Progress: 81.5% ... Training loss: 0.061 ... Validation loss: 0.134[[-0.16633078]
[-0.95261274]
[-1.1980296 ]
[-0.76876647]
[-0.06189798]
[ 2.64811645]
[-0.05235749]
[-1.10810193]
[-0.53339021]
[ 1.03828666]
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[ 0.13803959]
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[-1.01461693]
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[ 0.86106496]
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[ 0.13911839]
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[ 4.49181693]
[-0.95244894]
[-1.65476142]
[ 0.37896151]
[-0.30834863]
[ 4.31419852]
[-1.93313683]]
[[ -1.91135222e-02 -3.04744974e-01 2.72211480e-01 ..., -2.32187961e-01
-3.28242630e-01 2.92977453e-01]
[ 5.82474534e-02 1.44984944e-01 -2.24530377e-03 ..., -2.22584823e-01
1.63406167e+00 1.13193169e-01]
[ -5.95705227e-02 2.66902273e-01 4.73110184e-01 ..., 2.39930700e-01
-2.97593751e-01 9.59183554e-01]
...,
[ -1.84082049e-01 -2.37979493e-01 -3.86305828e-01 ..., 9.16549121e-02
-5.92473519e-01 -3.30991907e-01]
[ -2.74443017e-01 -1.79058449e-01 -1.76638420e-01 ..., -1.16508228e-01
-1.32906500e-01 -3.58712608e-01]
[ 3.88795737e-02 8.29729031e-02 -4.07265872e-02 ..., 5.27911126e-02
2.90960846e+00 -8.07181133e-02]]
Progress: 81.5% ... Training loss: 0.062 ... Validation loss: 0.135[[-0.15771442]
[-0.94461909]
[-1.19148408]
[-0.76219065]
[-0.05464724]
[ 2.65359473]
[-0.04416927]
[-1.10162972]
[-0.52493237]
[ 1.04380324]
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[ 0.14626559]
[-0.09523296]
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[ 0.87014372]
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[-0.79460469]
[-0.61699678]
[ 0.14648717]
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[ 4.49377796]
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[-1.64778179]
[ 0.38650488]
[-0.30102975]
[ 4.32904211]
[-1.92957222]]
[[-0.01960109 -0.30743603 0.26962505 ..., -0.23305886 -0.32261618
0.2892948 ]
[ 0.05810255 0.14418838 -0.00313602 ..., -0.22285274 1.63495429
0.11194671]
[-0.05978999 0.26570409 0.47161521 ..., 0.23954684 -0.29350235
0.95531741]
...,
[-0.18423567 -0.23879586 -0.38682454 ..., 0.09137336 -0.59029518
-0.33216763]
[-0.27457096 -0.17974595 -0.17718313 ..., -0.11672678 -0.13192363
-0.35917957]
[ 0.0387621 0.08232225 -0.04135099 ..., 0.05257737 2.90994825
-0.08209693]]
Progress: 81.5% ... Training loss: 0.068 ... Validation loss: 0.147[[-0.16615526]
[-0.95049073]
[-1.19688154]
[-0.76905587]
[-0.06128775]
[ 2.65044262]
[-0.05107041]
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[-0.53170778]
[ 1.03885528]
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[ 0.13891201]
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[ 0.13959497]
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[ 4.49286095]
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[ 0.38027441]
[-0.3069273 ]
[ 4.3168082 ]
[-1.93287585]]
[[ -1.92930811e-02 -3.05679725e-01 2.71539800e-01 ..., -2.32500832e-01
-3.26561272e-01 2.92020338e-01]
[ 5.81519378e-02 1.44465343e-01 -2.78484594e-03 ..., -2.22764411e-01
1.63465715e+00 1.12401574e-01]
[ -5.98033002e-02 2.65643939e-01 4.72024776e-01 ..., 2.39530647e-01
-2.97853754e-01 9.57496460e-01]
...,
[ -1.84098037e-01 -2.38026074e-01 -3.86096826e-01 ..., 9.16346783e-02
-5.93133996e-01 -3.31103656e-01]
[ -2.74477786e-01 -1.79239261e-01 -1.76834821e-01 ..., -1.16564373e-01
-1.32595518e-01 -3.59124638e-01]
[ 3.88600117e-02 8.29085111e-02 -4.07357834e-02 ..., 5.27620658e-02
2.90984745e+00 -8.13130412e-02]]
Progress: 81.5% ... Training loss: 0.061 ... Validation loss: 0.135[[-0.16055629]
[-0.94504232]
[-1.19117295]
[-0.76634914]
[-0.0573755 ]
[ 2.65476406]
[-0.04625281]
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[ 1.0422939 ]
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[ 0.14381823]
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[ 0.86701653]
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[ 0.14460161]
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[ 4.49408816]
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[-1.65298781]
[ 0.38531713]
[-0.30233145]
[ 4.32577017]
[-1.92920665]]
[[-0.01967361 -0.30778036 0.26917684 ..., -0.23318226 -0.32145911
0.28850249]
[ 0.05810281 0.14417053 -0.00331597 ..., -0.22286064 1.63628061
0.11160183]
[-0.06021867 0.26331572 0.46931277 ..., 0.23878177 -0.29096257
0.952457 ]
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[-0.18405239 -0.2377888 -0.38599514 ..., 0.09171833 -0.59368754
-0.331087 ]
[-0.27450737 -0.17939289 -0.17694737 ..., -0.11661154 -0.13196183
-0.35921937]
[ 0.03868166 0.08192169 -0.04160882 ..., 0.05242634 2.91001582
-0.0827949 ]]
Progress: 81.6% ... Training loss: 0.065 ... Validation loss: 0.139[[-0.16994076]
[-0.95397245]
[-1.20020561]
[-0.77296851]
[-0.06438408]
[ 2.64899548]
[-0.05441525]
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[ 1.03680604]
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[ 0.13562938]
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[ 0.85736175]
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[ 0.37777311]
[-0.31024527]
[ 4.3111594 ]
[-1.93444691]]
[[ -1.91693209e-02 -3.04905466e-01 2.72149929e-01 ..., -2.32258052e-01
-3.26714038e-01 2.93503679e-01]
[ 5.82252603e-02 1.44855615e-01 -2.47415241e-03 ..., -2.22633408e-01
1.63594438e+00 1.12941153e-01]
[ -5.97048025e-02 2.66225048e-01 4.72555465e-01 ..., 2.39748747e-01
-2.97023394e-01 9.58055779e-01]
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[ -1.84027528e-01 -2.37657637e-01 -3.85888946e-01 ..., 9.17630764e-02
-5.94455705e-01 -3.30784094e-01]
[ -2.74425265e-01 -1.78935932e-01 -1.76539858e-01 ..., -1.16470084e-01
-1.33935526e-01 -3.58569117e-01]
[ 3.87604907e-02 8.23961995e-02 -4.11423249e-02 ..., 5.25812252e-02
2.91015599e+00 -8.19468389e-02]]
Progress: 81.6% ... Training loss: 0.067 ... Validation loss: 0.137[[-0.16254847]
[-0.94783736]
[-1.19536437]
[-0.76551979]
[-0.05796118]
[ 2.65040585]
[-0.04824521]
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[ 1.0418347 ]
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[ 0.14308753]
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[ 4.49367319]
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[ 4.32348412]
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[[ -1.93473093e-02 -3.05838623e-01 2.71291753e-01 ..., -2.32557192e-01
-3.25114772e-01 2.92396955e-01]
[ 5.81736030e-02 1.44564217e-01 -2.77338765e-03 ..., -2.22722796e-01
1.63635215e+00 1.12443007e-01]
[ -5.96113507e-02 2.66712659e-01 4.72462997e-01 ..., 2.39927523e-01
-2.96956416e-01 9.57252969e-01]
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[ -1.84142530e-01 -2.38292122e-01 -3.86363634e-01 ..., 9.15527669e-02
-5.92258880e-01 -3.31687361e-01]
[ -2.74542607e-01 -1.79565032e-01 -1.77088033e-01 ..., -1.16663477e-01
-1.33494824e-01 -3.59244954e-01]
[ 3.87080762e-02 8.21044445e-02 -4.14373013e-02 ..., 5.24924654e-02
2.91019746e+00 -8.20689147e-02]]
Progress: 81.6% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16616413]
[-0.95179728]
[-1.19876602]
[-0.76932108]
[-0.06214835]
[ 2.65151152]
[-0.05148985]
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[ 1.03844472]
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[ 0.38035113]
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[ 4.31712662]
[-1.93169816]]
[[ -1.94165414e-02 -3.06287101e-01 2.71018670e-01 ..., -2.32680480e-01
-3.24441967e-01 2.91507946e-01]
[ 5.81720034e-02 1.44555169e-01 -2.77731313e-03 ..., -2.22725745e-01
1.63635465e+00 1.12435765e-01]
[ -5.98314990e-02 2.65431452e-01 4.71302507e-01 ..., 2.39529164e-01
-2.94059520e-01 9.55320901e-01]
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[ -1.83945368e-01 -2.37196197e-01 -3.85653836e-01 ..., 9.19111634e-02
-5.94512273e-01 -3.30679398e-01]
[ -2.74534625e-01 -1.79541192e-01 -1.76929329e-01 ..., -1.16650530e-01
-1.33196444e-01 -3.59540710e-01]
[ 3.88229069e-02 8.27716289e-02 -4.07724538e-02 ..., 5.26990195e-02
2.91015919e+00 -8.11410871e-02]]
Progress: 81.6% ... Training loss: 0.061 ... Validation loss: 0.136[[-0.16276741]
[-0.95000282]
[-1.19626608]
[-0.76627425]
[-0.05969146]
[ 2.65211978]
[-0.04938839]
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[ 4.49367474]
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[ 0.38191343]
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[ 4.32333982]
[-1.93093752]]
[[ -1.96196381e-02 -3.07362022e-01 2.69841474e-01 ..., -2.33040009e-01
-3.24142634e-01 2.90501519e-01]
[ 5.81789894e-02 1.44595496e-01 -2.73727939e-03 ..., -2.22713687e-01
1.63629944e+00 1.12511761e-01]
[ -5.96308608e-02 2.66450375e-01 4.72118038e-01 ..., 2.39883205e-01
-2.96693301e-01 9.55626383e-01]
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[ -1.83931381e-01 -2.37100476e-01 -3.85773001e-01 ..., 9.19366619e-02
-5.94236586e-01 -3.30538304e-01]
[ -2.74516296e-01 -1.79435024e-01 -1.76758030e-01 ..., -1.16612036e-01
-1.33667670e-01 -3.59297882e-01]
[ 3.87108982e-02 8.21587488e-02 -4.14757079e-02 ..., 5.25015376e-02
2.91026275e+00 -8.17324311e-02]]
Progress: 81.6% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16252873]
[-0.94952562]
[-1.1966153 ]
[-0.76647111]
[-0.05993705]
[ 2.65173152]
[-0.04970111]
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[ 4.49316883]
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[ 0.3822167 ]
[-0.30614938]
[ 4.32299401]
[-1.93033376]]
[[ -1.95683955e-02 -3.07119304e-01 2.69927319e-01 ..., -2.32941703e-01
-3.24222739e-01 2.90957565e-01]
[ 5.82550292e-02 1.45042630e-01 -2.39465589e-03 ..., -2.22569030e-01
1.63519117e+00 1.13191955e-01]
[ -5.96490196e-02 2.66460781e-01 4.72320032e-01 ..., 2.39850807e-01
-2.95995278e-01 9.55406475e-01]
...,
[ -1.83975804e-01 -2.37344006e-01 -3.86141337e-01 ..., 9.18542373e-02
-5.93582685e-01 -3.30896234e-01]
[ -2.74547455e-01 -1.79596265e-01 -1.76992874e-01 ..., -1.16655718e-01
-1.33011696e-01 -3.59606445e-01]
[ 3.87419857e-02 8.22900627e-02 -4.13541910e-02 ..., 5.25550891e-02
2.91019422e+00 -8.18801486e-02]]
Progress: 81.6% ... Training loss: 0.060 ... Validation loss: 0.137[[-0.16366614]
[-0.95055151]
[-1.19912338]
[-0.76587052]
[-0.0593299 ]
[ 2.6489087 ]
[-0.05032346]
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[ 1.03820092]
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[ 0.13984131]
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[ 0.86142403]
[-0.84200754]
[-0.79925162]
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[ 0.14253906]
[-0.35309299]
[ 4.49311539]
[-0.9461338 ]
[-1.64871548]
[ 0.38066508]
[-0.30693161]
[ 4.32212318]
[-1.93180073]]
[[ -1.94723143e-02 -3.06554949e-01 2.70828923e-01 ..., -2.32760149e-01
-3.25532680e-01 2.92228144e-01]
[ 5.81464032e-02 1.44413357e-01 -2.78040991e-03 ..., -2.22767710e-01
1.63579744e+00 1.12518104e-01]
[ -5.92302112e-02 2.68794871e-01 4.74696945e-01 ..., 2.40634697e-01
-2.99303991e-01 9.59342876e-01]
...,
[ -1.83900277e-01 -2.36930755e-01 -3.85768168e-01 ..., 9.19933689e-02
-5.95299038e-01 -3.30135059e-01]
[ -2.74668237e-01 -1.80283631e-01 -1.77417764e-01 ..., -1.16878096e-01
-1.32079393e-01 -3.60405537e-01]
[ 3.86727086e-02 8.18847972e-02 -4.16696253e-02 ..., 5.24260529e-02
2.91016537e+00 -8.24502340e-02]]
Progress: 81.6% ... Training loss: 0.060 ... Validation loss: 0.138[[-0.16249039]
[-0.95033059]
[-1.19884345]
[-0.76450866]
[-0.0589567 ]
[ 2.64893259]
[-0.04966311]
[-1.10305471]
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[ 1.03909256]
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[ 0.14016447]
[-0.09993516]
[-1.01222997]
[-0.30341357]
[ 0.86187661]
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[ 0.14227477]
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[ 4.49274198]
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[-1.648394 ]
[ 0.38065422]
[-0.30588213]
[ 4.32360056]
[-1.93249809]]
[[-0.01939426 -0.30609506 0.27097101 ..., -0.23263956 -0.32629809
0.29297904]
[ 0.05810284 0.14416947 -0.00301936 ..., -0.22284877 1.63609862
0.11198729]
[-0.05917642 0.26909196 0.47474249 ..., 0.24072599 -0.29919396
0.95929235]
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[-0.1840067 -0.23754056 -0.38637058 ..., 0.09180737 -0.59429155
-0.33090849]
[-0.2745669 -0.17970976 -0.1772481 ..., -0.11671372 -0.13236118
-0.3594857 ]
[ 0.03875614 0.08235812 -0.0410933 ..., 0.05257886 2.90994324
-0.08194965]]
Progress: 81.6% ... Training loss: 0.060 ... Validation loss: 0.139[[-0.16364588]
[-0.95209905]
[-1.19972373]
[-0.76510695]
[-0.06010262]
[ 2.64826427]
[-0.05118639]
[-1.1033549 ]
[-0.53370198]
[ 1.03826178]
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[ 0.13877354]
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[-1.0141283 ]
[-0.30506087]
[ 0.86064392]
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[-0.80085805]
[-0.62578004]
[ 0.14084184]
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[ 4.4929048 ]
[-0.94668366]
[-1.64920332]
[ 0.37927204]
[-0.30733225]
[ 4.32127976]
[-1.93359146]]
[[ -1.93066606e-02 -3.05596005e-01 2.71291544e-01 ..., -2.32485279e-01
-3.27104326e-01 2.93479879e-01]
[ 5.81336027e-02 1.44340968e-01 -2.81498207e-03 ..., -2.22789819e-01
1.63603992e+00 1.12136466e-01]
[ -5.90627349e-02 2.69748873e-01 4.75461528e-01 ..., 2.40950200e-01
-3.00749493e-01 9.60560966e-01]
...,
[ -1.83977652e-01 -2.37399438e-01 -3.86348288e-01 ..., 9.18695646e-02
-5.94900408e-01 -3.30796659e-01]
[ -2.74428905e-01 -1.78940323e-01 -1.76427067e-01 ..., -1.16466953e-01
-1.33627639e-01 -3.58465707e-01]
[ 3.88090863e-02 8.26719767e-02 -4.09033148e-02 ..., 5.26757340e-02
2.90996712e+00 -8.12618227e-02]]
Progress: 81.6% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.1630292 ]
[-0.95232571]
[-1.19930008]
[-0.76484845]
[-0.05926591]
[ 2.64730438]
[-0.05127252]
[-1.10238789]
[-0.53359045]
[ 1.0394889 ]
[-0.0971708 ]
[ 0.13928478]
[-0.10255818]
[-1.01447271]
[-0.3046974 ]
[ 0.86145412]
[-0.84175391]
[-0.80016961]
[-0.62521956]
[ 0.1413539 ]
[-0.35391247]
[ 4.49311776]
[-0.94656173]
[-1.64787318]
[ 0.37944156]
[-0.30774247]
[ 4.3217047 ]
[-1.93402518]]
[[ -1.93141345e-02 -3.05661701e-01 2.70977044e-01 ..., -2.32488679e-01
-3.26966121e-01 2.92959180e-01]
[ 5.81427371e-02 1.44397234e-01 -2.76329673e-03 ..., -2.22774804e-01
1.63597657e+00 1.12240690e-01]
[ -5.88856986e-02 2.70749101e-01 4.76650468e-01 ..., 2.41277471e-01
-3.00752417e-01 9.61765975e-01]
...,
[ -1.83994486e-01 -2.37495032e-01 -3.86445449e-01 ..., 9.18402682e-02
-5.94500666e-01 -3.30909210e-01]
[ -2.74387614e-01 -1.78694216e-01 -1.76205735e-01 ..., -1.16393094e-01
-1.34352561e-01 -3.58192978e-01]
[ 3.88767773e-02 8.30567903e-02 -4.03159762e-02 ..., 5.27995261e-02
2.90972669e+00 -8.01302377e-02]]
Progress: 81.6% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.15966562]
[-0.94850175]
[-1.19470016]
[-0.76296102]
[-0.0566359 ]
[ 2.64917196]
[-0.04881098]
[-1.10250701]
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[ 1.04290556]
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[ 0.14237243]
[-0.10005057]
[-1.01181425]
[-0.30063411]
[ 0.86518153]
[-0.83752015]
[-0.79581671]
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[ 0.14501018]
[-0.3509122 ]
[ 4.49408126]
[-0.94519633]
[-1.64647265]
[ 0.38210622]
[-0.30472073]
[ 4.32696315]
[-1.9318916 ]]
[[ -1.94499380e-02 -3.06432606e-01 2.70123954e-01 ..., -2.32743449e-01
-3.25833837e-01 2.91979314e-01]
[ 5.81933404e-02 1.44689536e-01 -2.76627799e-03 ..., -2.22683288e-01
1.63598351e+00 1.12671052e-01]
[ -5.92371938e-02 2.68675861e-01 4.74276860e-01 ..., 2.40634896e-01
-2.98486879e-01 9.58060404e-01]
...,
[ -1.83989892e-01 -2.37450842e-01 -3.86765604e-01 ..., 9.18462854e-02
-5.93681515e-01 -3.30876236e-01]
[ -2.74458096e-01 -1.79105549e-01 -1.76672230e-01 ..., -1.16523128e-01
-1.33001581e-01 -3.58758332e-01]
[ 3.89331064e-02 8.33816076e-02 -4.01224446e-02 ..., 5.29062563e-02
2.90968219e+00 -7.99537755e-02]]
Progress: 81.6% ... Training loss: 0.062 ... Validation loss: 0.140[[-0.16083801]
[-0.94974863]
[-1.1958262 ]
[-0.76404762]
[-0.05821223]
[ 2.65085878]
[-0.04996973]
[-1.10317004]
[-0.53010293]
[ 1.04114816]
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[ 0.14157558]
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[-1.01338505]
[-0.30168545]
[ 0.8646872 ]
[-0.8386998 ]
[-0.7980313 ]
[-0.62184411]
[ 0.1435669 ]
[-0.35239035]
[ 4.49375759]
[-0.94690373]
[-1.64813505]
[ 0.38141565]
[-0.30558656]
[ 4.32541782]
[-1.93299309]]
[[ -1.95161697e-02 -3.06895948e-01 2.69694162e-01 ..., -2.32875360e-01
-3.25659415e-01 2.91531614e-01]
[ 5.82052579e-02 1.44747792e-01 -2.68016905e-03 ..., -2.22657153e-01
1.63634015e+00 1.12698930e-01]
[ -5.92664213e-02 2.68485015e-01 4.74596890e-01 ..., 2.40585496e-01
-2.99550818e-01 9.58184044e-01]
...,
[ -1.83972866e-01 -2.37353072e-01 -3.86655049e-01 ..., 9.18783221e-02
-5.94084443e-01 -3.30661852e-01]
[ -2.74355419e-01 -1.78584862e-01 -1.75916070e-01 ..., -1.16344976e-01
-1.35422959e-01 -3.57889445e-01]
[ 3.89149982e-02 8.32685497e-02 -4.03826208e-02 ..., 5.28703365e-02
2.90983848e+00 -8.02774569e-02]]
Progress: 81.6% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16209396]
[-0.95056859]
[-1.19744837]
[-0.76478915]
[-0.05962609]
[ 2.65176937]
[-0.05089033]
[-1.10330471]
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[ 1.03890373]
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[ 0.14064872]
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[-1.01404831]
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[ 0.86350875]
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[-0.800169 ]
[-0.62386 ]
[ 0.14309459]
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[ 4.49328821]
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[-1.64851408]
[ 0.3808761 ]
[-0.30658465]
[ 4.32438576]
[-1.93373275]]
[[ -1.95838403e-02 -3.07255428e-01 2.69328587e-01 ..., -2.33003107e-01
-3.26687500e-01 2.91254773e-01]
[ 5.82887016e-02 1.45235856e-01 -2.23656590e-03 ..., -2.22501790e-01
1.63521900e+00 1.13450667e-01]
[ -5.92025597e-02 2.68819285e-01 4.75191708e-01 ..., 2.40722870e-01
-3.02056739e-01 9.59524629e-01]
...,
[ -1.83857811e-01 -2.36701301e-01 -3.85878938e-01 ..., 9.20871915e-02
-5.96393699e-01 -3.29787851e-01]
[ -2.74360144e-01 -1.78622839e-01 -1.75937054e-01 ..., -1.16351032e-01
-1.35698927e-01 -3.57857311e-01]
[ 3.87735580e-02 8.24844233e-02 -4.11810489e-02 ..., 5.26134595e-02
2.91027837e+00 -8.16101934e-02]]
Progress: 81.6% ... Training loss: 0.060 ... Validation loss: 0.138[[-0.16148435]
[-0.95046694]
[-1.19657207]
[-0.76521174]
[-0.05989918]
[ 2.6519811 ]
[-0.05051002]
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[-0.53092591]
[ 1.039505 ]
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[ 0.1406111 ]
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[-0.62323865]
[ 0.14306271]
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[ 4.49336942]
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[ 0.38170607]
[-0.30642929]
[ 4.32561467]
[-1.93249576]]
[[ -1.96326213e-02 -3.07511480e-01 2.68603905e-01 ..., -2.33083999e-01
-3.27123845e-01 2.90528028e-01]
[ 5.82714798e-02 1.45137225e-01 -2.35557067e-03 ..., -2.22533118e-01
1.63546389e+00 1.13278958e-01]
[ -5.93752334e-02 2.67716176e-01 4.74326806e-01 ..., 2.40400908e-01
-3.01722928e-01 9.57968769e-01]
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[ -1.83845060e-01 -2.36632769e-01 -3.85826561e-01 ..., 9.21075970e-02
-5.96223004e-01 -3.29353252e-01]
[ -2.74426168e-01 -1.79021532e-01 -1.76384996e-01 ..., -1.16479701e-01
-1.36027740e-01 -3.58253060e-01]
[ 3.87784630e-02 8.25242181e-02 -4.11362285e-02 ..., 5.26272062e-02
2.91037944e+00 -8.20032802e-02]]
Progress: 81.6% ... Training loss: 0.060 ... Validation loss: 0.137[[-0.15945003]
[-0.94961438]
[-1.19550285]
[-0.76330559]
[-0.05875647]
[ 2.65317021]
[-0.04913657]
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[ 1.03986553]
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[ 0.14173129]
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[ 0.14400074]
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[ 4.4942547 ]
[-0.94542574]
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[ 0.38253563]
[-0.30515588]
[ 4.32909779]
[-1.93187432]]
[[ -1.96954019e-02 -3.07859153e-01 2.68219324e-01 ..., -2.33222739e-01
-3.27850928e-01 2.89825249e-01]
[ 5.82541505e-02 1.45038633e-01 -2.38707294e-03 ..., -2.22566365e-01
1.63551339e+00 1.13196169e-01]
[ -5.93018493e-02 2.67973348e-01 4.74720568e-01 ..., 2.40515019e-01
-3.04800855e-01 9.57618680e-01]
...,
[ -1.83909984e-01 -2.37012861e-01 -3.86127339e-01 ..., 9.19863302e-02
-5.95356733e-01 -3.29686504e-01]
[ -2.74378589e-01 -1.78760877e-01 -1.75955838e-01 ..., -1.16398487e-01
-1.36529151e-01 -3.57711023e-01]
[ 3.88071849e-02 8.26959893e-02 -4.10138529e-02 ..., 5.26767817e-02
2.91032057e+00 -8.17572717e-02]]
Progress: 81.6% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.16189811]
[-0.95188898]
[-1.1969048 ]
[-0.765311 ]
[-0.0606654 ]
[ 2.65110437]
[-0.05183385]
[-1.1035489 ]
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[ 1.03814143]
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[ 0.13975718]
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[ 0.14176891]
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[ 4.49326028]
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[-1.64735789]
[ 0.37999225]
[-0.30712807]
[ 4.32537842]
[-1.9346256 ]]
[[ -1.96361286e-02 -3.07621725e-01 2.68832105e-01 ..., -2.33111104e-01
-3.28787881e-01 2.90845830e-01]
[ 5.82647200e-02 1.45117446e-01 -2.11093293e-03 ..., -2.22549029e-01
1.63543387e+00 1.13407189e-01]
[ -5.90838054e-02 2.69270771e-01 4.76285874e-01 ..., 2.40967489e-01
-3.06518994e-01 9.60488097e-01]
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[ -1.83875210e-01 -2.36800614e-01 -3.85872124e-01 ..., 9.20483149e-02
-5.95597756e-01 -3.29566041e-01]
[ -2.74354329e-01 -1.78617839e-01 -1.75835687e-01 ..., -1.16356874e-01
-1.36481681e-01 -3.57591038e-01]
[ 3.87887026e-02 8.25384757e-02 -4.11054747e-02 ..., 5.26498111e-02
2.91034036e+00 -8.14515795e-02]]
Progress: 81.7% ... Training loss: 0.061 ... Validation loss: 0.138[[-0.16586427]
[-0.95578748]
[-1.19941959]
[-0.76833724]
[-0.06342658]
[ 2.64986479]
[-0.05437548]
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[ 1.03696822]
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[ 4.49301367]
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[ 0.37795114]
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[ 4.31791198]
[-1.93603732]]
[[ -1.94321874e-02 -3.06457080e-01 2.70451549e-01 ..., -2.32740188e-01
-3.27610973e-01 2.91761204e-01]
[ 5.82115903e-02 1.44802279e-01 -2.41582232e-03 ..., -2.22633645e-01
1.63609346e+00 1.12927014e-01]
[ -5.91229406e-02 2.68947196e-01 4.76124065e-01 ..., 2.40916151e-01
-3.02912477e-01 9.60543113e-01]
...,
[ -1.83802630e-01 -2.36400508e-01 -3.85385595e-01 ..., 9.21825830e-02
-5.97430561e-01 -3.28906670e-01]
[ -2.74436069e-01 -1.79074326e-01 -1.76053363e-01 ..., -1.16518348e-01
-1.34446982e-01 -3.58549217e-01]
[ 3.88922124e-02 8.31229241e-02 -4.04084802e-02 ..., 5.28345358e-02
2.91020204e+00 -8.03782470e-02]]
Progress: 81.7% ... Training loss: 0.064 ... Validation loss: 0.138[[-0.15917387]
[-0.95050777]
[-1.19356284]
[-0.76287442]
[-0.05823075]
[ 2.65208345]
[-0.04974865]
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[ 1.04075061]
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[ 0.14373946]
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[ 4.49375892]
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[ 0.38180566]
[-0.30542578]
[ 4.32888182]
[-1.93368774]]
[[ -1.96569138e-02 -3.07704865e-01 2.69322631e-01 ..., -2.33158337e-01
-3.25628420e-01 2.89741047e-01]
[ 5.82267804e-02 1.44904244e-01 -2.40780968e-03 ..., -2.22601899e-01
1.63588017e+00 1.13122471e-01]
[ -5.90435424e-02 2.69359075e-01 4.76248368e-01 ..., 2.41078852e-01
-3.04224901e-01 9.59076840e-01]
...,
[ -1.83837631e-01 -2.36632318e-01 -3.85818133e-01 ..., 9.21175303e-02
-5.96714895e-01 -3.29213146e-01]
[ -2.74483725e-01 -1.79350365e-01 -1.76387844e-01 ..., -1.16601192e-01
-1.34754877e-01 -3.58381740e-01]
[ 3.88189713e-02 8.26914006e-02 -4.10699670e-02 ..., 5.26950576e-02
2.91040339e+00 -8.11141884e-02]]
Progress: 81.7% ... Training loss: 0.061 ... Validation loss: 0.141[[-0.16442129]
[-0.95491921]
[-1.19637448]
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[-0.06182088]
[ 2.64937597]
[-0.05411228]
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[ 4.31974936]
[-1.93580415]]
[[ -1.94546471e-02 -3.06591774e-01 2.70301705e-01 ..., -2.32780604e-01
-3.25433680e-01 2.91332637e-01]
[ 5.82316906e-02 1.44930021e-01 -2.40094485e-03 ..., -2.22593873e-01
1.63585319e+00 1.13128447e-01]
[ -5.89997483e-02 2.69537627e-01 4.77184393e-01 ..., 2.41158057e-01
-3.01686958e-01 9.60027533e-01]
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[ -1.83857075e-01 -2.36728755e-01 -3.85872803e-01 ..., 9.20771289e-02
-5.96252826e-01 -3.29412526e-01]
[ -2.74508389e-01 -1.79526875e-01 -1.76654948e-01 ..., -1.16649856e-01
-1.33863846e-01 -3.58682868e-01]
[ 3.90134314e-02 8.37951835e-02 -3.99823150e-02 ..., 5.30692327e-02
2.91021290e+00 -7.95418544e-02]]
Progress: 81.7% ... Training loss: 0.062 ... Validation loss: 0.137[[-0.16010223]
[-0.95098313]
[-1.19383605]
[-0.76339455]
[-0.05688564]
[ 2.65114767]
[-0.05038027]
[-1.10215849]
[-0.52997997]
[ 1.04197157]
[-0.09534775]
[ 0.14189936]
[-0.10143322]
[-1.0147696 ]
[-0.30189055]
[ 0.86691048]
[-0.83781811]
[-0.79738211]
[-0.62065893]
[ 0.14385654]
[-0.3525849 ]
[ 4.49475924]
[-0.947784 ]
[-1.64534793]
[ 0.38268284]
[-0.30583528]
[ 4.32523691]
[-1.93386193]]
[[ -1.95563433e-02 -3.07193967e-01 2.69713951e-01 ..., -2.32957943e-01
-3.22524876e-01 2.90655013e-01]
[ 5.82226620e-02 1.44869052e-01 -2.49473011e-03 ..., -2.22606356e-01
1.63597450e+00 1.13246801e-01]
[ -5.91032719e-02 2.68902277e-01 4.76466096e-01 ..., 2.40975116e-01
-2.95034550e-01 9.58225592e-01]
...,
[ -1.83877869e-01 -2.36824620e-01 -3.85936364e-01 ..., 9.20407073e-02
-5.95474807e-01 -3.29708952e-01]
[ -2.74540747e-01 -1.79712613e-01 -1.76902256e-01 ..., -1.16705358e-01
-1.33117019e-01 -3.59012176e-01]
[ 3.90723483e-02 8.41019517e-02 -3.96302717e-02 ..., 5.31693625e-02
2.91007312e+00 -7.90303060e-02]]
Progress: 81.7% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16342488]
[-0.9542102 ]
[-1.19543032]
[-0.76783323]
[-0.060525 ]
[ 2.64970694]
[-0.05362423]
[-1.10562944]
[-0.53237627]
[ 1.04113326]
[-0.09780827]
[ 0.13905444]
[-0.10534571]
[-1.01687415]
[-0.30504304]
[ 0.86376543]
[-0.84115529]
[-0.79863547]
[-0.62253138]
[ 0.14032407]
[-0.35486255]
[ 4.49443698]
[-0.95106395]
[-1.64898775]
[ 0.38075704]
[-0.30954957]
[ 4.31961895]
[-1.93580428]]
[[ -1.94349980e-02 -3.06547198e-01 2.70139757e-01 ..., -2.32731888e-01
-3.22550377e-01 2.91495565e-01]
[ 5.81719935e-02 1.44573469e-01 -2.89782749e-03 ..., -2.22694802e-01
1.63706629e+00 1.12630940e-01]
[ -5.91138032e-02 2.68888330e-01 4.76573718e-01 ..., 2.40991745e-01
-2.94351044e-01 9.58555559e-01]
...,
[ -1.83887611e-01 -2.36879818e-01 -3.85995312e-01 ..., 9.20149461e-02
-5.95346312e-01 -3.29898041e-01]
[ -2.74529126e-01 -1.79626030e-01 -1.76845758e-01 ..., -1.16677058e-01
-1.32937328e-01 -3.58696524e-01]
[ 3.91764111e-02 8.46792392e-02 -3.91366197e-02 ..., 5.33544983e-02
2.91000082e+00 -7.86199105e-02]]
Progress: 81.7% ... Training loss: 0.061 ... Validation loss: 0.137[[-0.1601707 ]
[-0.95090559]
[-1.19502928]
[-0.76319149]
[-0.05654448]
[ 2.65188091]
[-0.05024343]
[-1.1017683 ]
[-0.53029188]
[ 1.04265366]
[-0.09430648]
[ 0.14212409]
[-0.101583 ]
[-1.01506717]
[-0.30199061]
[ 0.86673815]
[-0.83817617]
[-0.79818896]
[-0.62074108]
[ 0.14325225]
[-0.35208285]
[ 4.49506709]
[-0.94777152]
[-1.64635877]
[ 0.38296167]
[-0.3064953 ]
[ 4.32501527]
[-1.93515259]]
[[-0.0194315 -0.3065141 0.27051153 ..., -0.23272399 -0.32268814
0.29158033]
[ 0.0581267 0.14433994 -0.00299284 ..., -0.22277571 1.63734958
0.11241895]
[-0.05906333 0.26918157 0.47616832 ..., 0.24107682 -0.29597717
0.95809052]
...,
[-0.18386182 -0.23674867 -0.3857912 ..., 0.09205813 -0.59580275
-0.32942026]
[-0.27453644 -0.17966293 -0.1769347 ..., -0.11669001 -0.13281189
-0.35891802]
[ 0.03914787 0.08449254 -0.03895128 ..., 0.05330381 2.91014613
-0.0789211 ]]
Progress: 81.7% ... Training loss: 0.061 ... Validation loss: 0.140[[-0.16551409]
[-0.9554795 ]
[-1.19862124]
[-0.7686377 ]
[-0.06131906]
[ 2.65008143]
[-0.05470565]
[-1.10576338]
[-0.53468889]
[ 1.04047801]
[-0.09938016]
[ 0.13795096]
[-0.10593094]
[-1.0186622 ]
[-0.30662841]
[ 0.86208925]
[-0.84304613]
[-0.80148898]
[-0.6243637 ]
[ 0.13862816]
[-0.35567449]
[ 4.49423521]
[-0.95263089]
[-1.65075354]
[ 0.37948797]
[-0.31081128]
[ 4.31703504]
[-1.93768196]]
[[-0.0192088 -0.30520938 0.27145813 ..., -0.23230245 -0.32390882
0.2938293 ]
[ 0.05813392 0.14437951 -0.00297934 ..., -0.2227623 1.63729461
0.11244221]
[-0.05898579 0.2696842 0.4768111 ..., 0.24121676 -0.29560664
0.95959733]
...,
[-0.18384365 -0.23665892 -0.38595205 ..., 0.09209408 -0.59631521
-0.32941774]
[-0.27447508 -0.17932269 -0.17658641 ..., -0.11657919 -0.13388663
-0.35860312]
[ 0.03913598 0.08442963 -0.03900028 ..., 0.05328882 2.91023575
-0.07886222]]
Progress: 81.7% ... Training loss: 0.063 ... Validation loss: 0.137[[-0.1604238 ]
[-0.95202254]
[-1.19542454]
[-0.7656019 ]
[-0.05815633]
[ 2.65249168]
[-0.05101961]
[-1.10291448]
[-0.53079992]
[ 1.04329454]
[-0.09553351]
[ 0.14182841]
[-0.10186793]
[-1.01613052]
[-0.30217132]
[ 0.86661883]
[-0.83834196]
[-0.79718569]
[-0.62110478]
[ 0.14250412]
[-0.35183822]
[ 4.49436439]
[-0.94928886]
[-1.64611108]
[ 0.3826167 ]
[-0.30751194]
[ 4.32458745]
[-1.93594231]]
[[-0.0193621 -0.30611056 0.27075893 ..., -0.23259445 -0.32292323
0.29297633]
[ 0.05810327 0.14420177 -0.00311947 ..., -0.22281601 1.63744666
0.11221488]
[-0.05899169 0.26949957 0.47652426 ..., 0.24118543 -0.29595572
0.958832 ]
...,
[-0.18381076 -0.23647258 -0.38577109 ..., 0.09215772 -0.59648757
-0.32896254]
[-0.27446265 -0.17924563 -0.17655924 ..., -0.11655758 -0.1339247
-0.35842129]
[ 0.03899079 0.0836195 -0.03964794 ..., 0.05301906 2.91052538
-0.08005529]]
Progress: 81.7% ... Training loss: 0.061 ... Validation loss: 0.139[[-0.16377063]
[-0.95524098]
[-1.19719061]
[-0.7692633 ]
[-0.06198325]
[ 2.65221945]
[-0.05382624]
[-1.10683923]
[-0.533165 ]
[ 1.04032897]
[-0.09874783]
[ 0.13873862]
[-0.10582286]
[-1.01783441]
[-0.3053991 ]
[ 0.86309893]
[-0.84164544]
[-0.80007568]
[-0.62284714]
[ 0.13911732]
[-0.35507617]
[ 4.49342999]
[-0.95238842]
[-1.65052349]
[ 0.38042122]
[-0.31034327]
[ 4.31863313]
[-1.93682379]]
[[-0.0193306 -0.30590473 0.27116455 ..., -0.23255224 -0.32341609
0.29299001]
[ 0.05810112 0.14418871 -0.00305218 ..., -0.22282142 1.63737959
0.11217441]
[-0.05911009 0.26873942 0.47625267 ..., 0.24092255 -0.295811
0.95854854]
...,
[-0.18383777 -0.2366269 -0.38594761 ..., 0.09210799 -0.59582726
-0.32918385]
[-0.27432657 -0.17848196 -0.17573789 ..., -0.11632649 -0.13561357
-0.35729805]
[ 0.03899736 0.08367311 -0.03965133 ..., 0.0530246 2.91068685
-0.0807395 ]]
Progress: 81.7% ... Training loss: 0.062 ... Validation loss: 0.136[[-0.15779451]
[-0.95000936]
[-1.19134198]
[-0.76517719]
[-0.05758467]
[ 2.65515535]
[-0.04955891]
[-1.10361317]
[-0.52756285]
[ 1.04487424]
[-0.09400943]
[ 0.14369817]
[-0.10050426]
[-1.01464174]
[-0.29949611]
[ 0.86941576]
[-0.8354987 ]
[-0.79448554]
[-0.61706954]
[ 0.14414946]
[-0.34975163]
[ 4.49531561]
[-0.9489559 ]
[-1.64554537]
[ 0.38450247]
[-0.30558109]
[ 4.32823421]
[-1.93461982]]
[[ -1.95957377e-02 -3.07432340e-01 2.69528108e-01 ..., -2.33034934e-01
-3.21026302e-01 2.90364243e-01]
[ 5.81482413e-02 1.44465464e-01 -2.89940224e-03 ..., -2.22743357e-01
1.63723410e+00 1.12492078e-01]
[ -5.92881722e-02 2.67625852e-01 4.75233110e-01 ..., 2.40581241e-01
-2.93802437e-01 9.56298743e-01]
...,
[ -1.83849315e-01 -2.36687319e-01 -3.86037535e-01 ..., 9.20791712e-02
-5.95489629e-01 -3.29022983e-01]
[ -2.74355418e-01 -1.78662734e-01 -1.75965951e-01 ..., -1.16368886e-01
-1.35691290e-01 -3.57517804e-01]
[ 3.89919751e-02 8.36247587e-02 -3.96576257e-02 ..., 5.30050369e-02
2.91070085e+00 -8.10304240e-02]]
Progress: 81.7% ... Training loss: 0.063 ... Validation loss: 0.141[[-0.1644298 ]
[-0.95631814]
[-1.19632436]
[-0.77154409]
[-0.06374735]
[ 2.6513006 ]
[-0.05554123]
[-1.10909072]
[-0.53368029]
[ 1.04153392]
[-0.09983904]
[ 0.13804565]
[-0.1070988 ]
[-1.01880831]
[-0.30610674]
[ 0.86253199]
[-0.8422141 ]
[-0.79866862]
[-0.62310669]
[ 0.13844396]
[-0.35526195]
[ 4.49417957]
[-0.95377398]
[-1.65124202]
[ 0.37973978]
[-0.31208779]
[ 4.31740451]
[-1.9375066 ]]
[[ -1.93662405e-02 -3.06113838e-01 2.71055554e-01 ..., -2.32603459e-01
-3.24099078e-01 2.92677753e-01]
[ 5.81734352e-02 1.44594052e-01 -2.65712284e-03 ..., -2.22697791e-01
1.63693410e+00 1.12698093e-01]
[ -5.91402094e-02 2.68471679e-01 4.76699857e-01 ..., 2.40855572e-01
-2.95513414e-01 9.59220583e-01]
...,
[ -1.83796941e-01 -2.36380063e-01 -3.85754818e-01 ..., 9.21763927e-02
-5.96087991e-01 -3.28776867e-01]
[ -2.74382684e-01 -1.78806017e-01 -1.76116880e-01 ..., -1.16405605e-01
-1.34662698e-01 -3.57766491e-01]
[ 3.91044215e-02 8.42432202e-02 -3.90143639e-02 ..., 5.32064875e-02
2.91055473e+00 -8.01289663e-02]]
Progress: 81.7% ... Training loss: 0.063 ... Validation loss: 0.136
plt.plot(losses['train'], label='Training loss')
plt.plot(losses['validation'], label='Validation loss')
plt.legend()
_ = plt.ylim()
Here, use the test data to view how well your network is modeling the data. If something is completely wrong here, make sure each step in your network is implemented correctly.
fig, ax = plt.subplots(figsize=(8,4))
mean, std = scaled_features['cnt']
predictions = network.run(test_features).T*std + mean
ax.plot(predictions[0], label='Prediction')
ax.plot((test_targets['cnt']*std + mean).values, label='Data')
ax.set_xlim(right=len(predictions))
ax.legend()
dates = pd.to_datetime(rides.ix[test_data.index]['dteday'])
dates = dates.apply(lambda d: d.strftime('%b %d'))
ax.set_xticks(np.arange(len(dates))[12::24])
_ = ax.set_xticklabels(dates[12::24], rotation=45)
Answer these questions about your results. How well does the model predict the data? Where does it fail? Why does it fail where it does?
Note: You can edit the text in this cell by double clicking on it. When you want to render the text, press control + enter
umm.....